diff --git a/clips/s0001/caesar_rodney_50d8c3/audio.opus b/clips/s0001/caesar_rodney_50d8c3/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..7aa6d56d54c118466ea2c7e2ad1849485d524c23
--- /dev/null
+++ b/clips/s0001/caesar_rodney_50d8c3/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5541fa2f02dd60b4a90e44b4e35049a1dc720cf9d802074158f7103e88d48a32
+size 318329
diff --git a/clips/s0001/caesar_rodney_50d8c3/meta.json b/clips/s0001/caesar_rodney_50d8c3/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..0077258834d57bb020f715ecf13d6a82695a4d4f
--- /dev/null
+++ b/clips/s0001/caesar_rodney_50d8c3/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\caesar_rodney_50d8c3\\source.mp4",
+ "source_url": "https://www.youtube.com/watch?v=nCXjO_i23eA",
+ "source_file_url": "https://www.youtube.com/watch?v=nCXjO_i23eA",
+ "title": "Caesar Rodney",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "The White House",
+  "channel_url": "https://www.youtube.com/@WhiteHouse/videos",
+  "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "The White House",
+  "uploader_id": "@WhiteHouse",
+  "upload_date": "20260623",
+  "webpage_url": "https://www.youtube.com/watch?v=nCXjO_i23eA"
+ },
+ "artist": "The White House",
+ "rate_hz": 30.0,
+ "subject": "c8e1e91ebb",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -0.1413641312347956,
+   -0.9733740703247576,
+   5.366440545344428
+  ],
+  "head_trans_mm": [
+   -413.5001633040261,
+   -3.034805328073542,
+   70.82944802334737
+  ],
+  "n_frames": 1568,
+  "seconds": 0.0,
+  "torso_deg": [
+   20.594487705714513,
+   -3.3436434454852684,
+   3.1522916218439923
+  ],
+  "face_raw": {
+   "gaze_yaw": 6.9266720954328775,
+   "gaze_pitch": -5.7480279635638,
+   "brow_l_signed": -0.20648433070164174,
+   "brow_r_signed": -0.14496827666880563,
+   "eye_open_l": 0.9233216345310211,
+   "eye_open_r": 0.9550887327641249,
+   "mouth_open": 0.020680240355432034,
+   "smile": 0.060287208296358585
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 24.0,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 1857,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 1857,
+  "n_frames": 2321,
+  "face_valid_frac": 0.8453252908229212,
+  "torso_valid_frac": 0.8707453683757002,
+  "arm_valid_frac": 0.15338216286083584,
+  "hips_visible_frac": 0.02103960396039604,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 12.27479872262537,
+  "head_yaw_p05_p95": [
+   -2.126147437095642,
+   36.08717632293692
+  ],
+  "head_pitch_std": 2.40911849159555,
+  "head_pitch_p05_p95": [
+   -4.6080503225326535,
+   3.1672678112983697
+  ],
+  "head_roll_std": 2.9104166951472292,
+  "head_roll_p05_p95": [
+   -3.4364728569984435,
+   5.298303174972524
+  ],
+  "head_x_std": 41.85404288291616,
+  "head_x_p05_p95": [
+   -74.9300552368164,
+   44.04500141143798
+  ],
+  "head_y_std": 97.72316316796193,
+  "head_y_p05_p95": [
+   -150.0,
+   150.0
+  ],
+  "head_z_std": 13.823281569525054,
+  "head_z_p05_p95": [
+   -27.368938064575193,
+   16.632370948791504
+  ],
+  "gaze_yaw_std": 7.717765371739932,
+  "gaze_yaw_p05_p95": [
+   -22.26581401824951,
+   3.4400063037872273
+  ],
+  "mouth_open_std": 0.06297529474059049,
+  "mouth_open_p05_p95": [
+   0.00023133220820454882,
+   0.18260624706745135
+  ],
+  "speaking_frac": 0.5394226626454115
+ },
+ "captured_at": "2026-08-27T14:32:04",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:nCXjO_i23eA",
+  "source_kind": "usgov",
+  "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "channel_name": "The White House",
+  "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "series": "usgov_other",
+  "language": "en",
+  "lang_evidence": "info-json language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 77.4,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.875,
+   "frac_multi": 0.125,
+   "frac_none": 0.0,
+   "median_face_w": 0.174
+  },
+  "category": "The White House",
+  "worker": "w05"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/caesar_rodney_50d8c3/motion.parquet b/clips/s0001/caesar_rodney_50d8c3/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b50fe42d21b074f9226a74a466cf885ec133bfa8
--- /dev/null
+++ b/clips/s0001/caesar_rodney_50d8c3/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a546f3f23e86984f2e56dcf8ab906a8a04c15f9eadceafbc161926936b8cadc
+size 227691
diff --git a/clips/s0001/consular_assistance_for_americans_in_3950f2/audio.opus b/clips/s0001/consular_assistance_for_americans_in_3950f2/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..c20b971abe0a6669da7b269e7eb791a218229977
--- /dev/null
+++ b/clips/s0001/consular_assistance_for_americans_in_3950f2/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84710ddcc4b495c21bb78926843a398181e47f97b8d33e5f4001572f5da822f6
+size 372399
diff --git a/clips/s0001/consular_assistance_for_americans_in_3950f2/meta.json b/clips/s0001/consular_assistance_for_americans_in_3950f2/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d2c8b9d15a71a69d89628d6c996e3de02da0731
--- /dev/null
+++ b/clips/s0001/consular_assistance_for_americans_in_3950f2/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\consular_assistance_for_americans_in_3950f2\\source.mp4",
+ "source_url": "https://www.youtube.com/watch?v=y_f8TVi1GE8",
+ "source_file_url": "https://www.youtube.com/watch?v=y_f8TVi1GE8",
+ "title": "Consular Assistance for Americans in the Middle East",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20260303",
+  "webpage_url": "https://www.youtube.com/watch?v=y_f8TVi1GE8"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "c8e1e91ebb",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -0.8818968168821509,
+   -10.095768228146262,
+   3.8740645739070008
+  ],
+  "head_trans_mm": [
+   -723.0998992919922,
+   -5.306209921836853,
+   179.96519088745117
+  ],
+  "n_frames": 2197,
+  "seconds": 0.0,
+  "torso_deg": [
+   23.50935207787868,
+   0.6107509944129517,
+   -0.05233680105787028
+  ],
+  "face_raw": {
+   "gaze_yaw": 3.7702623289078474,
+   "gaze_pitch": -3.9829524233937263,
+   "brow_l_signed": -0.06310453555488493,
+   "brow_r_signed": -0.3610727549530566,
+   "eye_open_l": 0.8268359899520874,
+   "eye_open_r": 0.849989727139473,
+   "mouth_open": 0.016040658578276634,
+   "smile": 0.0047854052390903234
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 23.976023976023978,
+ "src_size": [
+  854,
+  450
+ ],
+ "n_src_frames": 2197,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 2197,
+  "n_frames": 2748,
+  "face_valid_frac": 1.0,
+  "torso_valid_frac": 0.9989082969432315,
+  "arm_valid_frac": 0.010189228529839884,
+  "hips_visible_frac": 0.839425587467363,
+  "face_crop_frac": 0.0,
+  "head_yaw_std": 4.170261978161617,
+  "head_yaw_p05_p95": [
+   -5.430664610862732,
+   8.269138622283936
+  ],
+  "head_pitch_std": 3.7561005538626464,
+  "head_pitch_p05_p95": [
+   -5.94802074432373,
+   5.999184346199036
+  ],
+  "head_roll_std": 2.6159167430330728,
+  "head_roll_p05_p95": [
+   -3.2817539095878603,
+   5.332999563217168
+  ],
+  "head_x_std": 4.947710816393205,
+  "head_x_p05_p95": [
+   -6.942641258239746,
+   9.21215538978577
+  ],
+  "head_y_std": 8.67485884975534,
+  "head_y_p05_p95": [
+   -15.733503437042236,
+   13.56482448577881
+  ],
+  "head_z_std": 6.169943587467781,
+  "head_z_p05_p95": [
+   -9.42062201499939,
+   10.567706489562992
+  ],
+  "gaze_yaw_std": 4.1645590816499745,
+  "gaze_yaw_p05_p95": [
+   -6.1985941410064695,
+   6.541175174713136
+  ],
+  "mouth_open_std": 0.06771338909910217,
+  "mouth_open_p05_p95": [
+   0.0017856023390777408,
+   0.19266810044646263
+  ],
+  "speaking_frac": 0.9352256186317321
+ },
+ "captured_at": "2026-08-27T14:29:11",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:y_f8TVi1GE8",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "usgov_other",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 91.7,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 1.0,
+   "frac_multi": 0.0,
+   "frac_none": 0.0,
+   "median_face_w": 0.09
+  },
+  "category": "U.S. Department of State",
+  "worker": "w08"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/consular_assistance_for_americans_in_3950f2/motion.parquet b/clips/s0001/consular_assistance_for_americans_in_3950f2/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..bf3b8872892af680955a2e34689f9894b847bace
--- /dev/null
+++ b/clips/s0001/consular_assistance_for_americans_in_3950f2/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:735f39aeb399c83100a8792ae756441b5b48bec5e3e892aaa310576147e1a55c
+size 303790
diff --git a/clips/s0001/department_of_state_press_briefing_j_1b16f9__c01/audio.opus b/clips/s0001/department_of_state_press_briefing_j_1b16f9__c01/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..19228ff7a70f027050823afd35793f0dbc4966ab
--- /dev/null
+++ b/clips/s0001/department_of_state_press_briefing_j_1b16f9__c01/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49175414aaf9f5ef74b578415e6a4c6835df984a0263cfc0c4f599a3209c45fe
+size 2041249
diff --git a/clips/s0001/department_of_state_press_briefing_j_1b16f9__c01/meta.json b/clips/s0001/department_of_state_press_briefing_j_1b16f9__c01/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..10b70bb0bb498b4343cddd627900dc90b23d9224
--- /dev/null
+++ b/clips/s0001/department_of_state_press_briefing_j_1b16f9__c01/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\department_of_state_press_briefing_j_1b16f9\\department_of_state_press_briefing_j_1b16f9__c01.mp4",
+ "source_url": "https://www.youtube.com/watch?v=Mm2LIfZQzYU",
+ "source_file_url": "https://www.youtube.com/watch?v=Mm2LIfZQzYU",
+ "title": "Department of State Press Briefing - July 31, 2025",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20250731",
+  "webpage_url": "https://www.youtube.com/watch?v=Mm2LIfZQzYU"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "7928c235b5",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -2.5556132992802274,
+   -12.110761084327477,
+   1.0207083641624992
+  ],
+  "head_trans_mm": [
+   -637.2304476224459,
+   -20.291056663856416,
+   142.2408161399469
+  ],
+  "n_frames": 14896,
+  "seconds": 0.0,
+  "torso_deg": [
+   19.41121622773182,
+   -1.0036079129023576,
+   -4.70798116151525
+  ],
+  "face_raw": {
+   "gaze_yaw": 2.373886671848595,
+   "gaze_pitch": -11.370226927101612,
+   "brow_l_signed": -0.08427576627582312,
+   "brow_r_signed": -0.072896830872196,
+   "eye_open_l": 0.558382123708725,
+   "eye_open_r": 0.6393564939498901,
+   "mouth_open": 0.009152710437774658,
+   "smile": 0.06476998329162598
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 30.0,
+ "src_size": [
+  640,
+  360
+ ],
+ "n_src_frames": 15181,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 15181,
+  "n_frames": 15181,
+  "face_valid_frac": 0.981226533166458,
+  "torso_valid_frac": 0.9954548448718793,
+  "arm_valid_frac": 0.8936170212765957,
+  "hips_visible_frac": 0.18670025856925015,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 14.327919765967843,
+  "head_yaw_p05_p95": [
+   -12.004840612411499,
+   32.96905994415283
+  ],
+  "head_pitch_std": 4.711200832724039,
+  "head_pitch_p05_p95": [
+   -8.249702453613281,
+   7.472740292549133
+  ],
+  "head_roll_std": 5.589409433119215,
+  "head_roll_p05_p95": [
+   -8.917539834976196,
+   7.240894913673401
+  ],
+  "head_x_std": 53.60116839131948,
+  "head_x_p05_p95": [
+   -23.8740816116333,
+   127.34428215026855
+  ],
+  "head_y_std": 51.623671027722644,
+  "head_y_p05_p95": [
+   -104.63349151611328,
+   53.42075729370117
+  ],
+  "head_z_std": 43.16542988785806,
+  "head_z_p05_p95": [
+   -71.9740219116211,
+   33.17153549194336
+  ],
+  "gaze_yaw_std": 5.607411945020343,
+  "gaze_yaw_p05_p95": [
+   -9.827776432037354,
+   9.762340545654297
+  ],
+  "mouth_open_std": 0.04720224550654619,
+  "mouth_open_p05_p95": [
+   0.0012111676041968167,
+   0.1165586207062006
+  ],
+  "speaking_frac": 0.9065278967129965
+ },
+ "captured_at": "2026-08-27T14:28:26",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:Mm2LIfZQzYU",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 506.0,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.875,
+   "frac_multi": 0.125,
+   "frac_none": 0.0,
+   "median_face_w": 0.109
+  },
+  "category": "U.S. Department of State",
+  "worker": "w07"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/department_of_state_press_briefing_j_1b16f9__c01/motion.parquet b/clips/s0001/department_of_state_press_briefing_j_1b16f9__c01/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c2f7de4f3969f401b0bfd9815ee89d7da7c1d103
--- /dev/null
+++ b/clips/s0001/department_of_state_press_briefing_j_1b16f9__c01/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9762bec48cf98e40247e44e805c8988d3c49adc259663e9cce85efca0e5330a
+size 1983503
diff --git a/clips/s0001/department_of_state_press_briefing_j_1b16f9__c02/audio.opus b/clips/s0001/department_of_state_press_briefing_j_1b16f9__c02/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..bc7d98c27474652ca27c3d20fb733c3f7dbaa4fe
--- /dev/null
+++ b/clips/s0001/department_of_state_press_briefing_j_1b16f9__c02/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9caff0a474aafd9354be81a7415cf57e922ebc30c4b2ab03823b10b48c423c4e
+size 2056902
diff --git a/clips/s0001/department_of_state_press_briefing_j_1b16f9__c02/meta.json b/clips/s0001/department_of_state_press_briefing_j_1b16f9__c02/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2ce625583c245cdb67c1eb0ccba81fab4efda1a
--- /dev/null
+++ b/clips/s0001/department_of_state_press_briefing_j_1b16f9__c02/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\department_of_state_press_briefing_j_1b16f9\\department_of_state_press_briefing_j_1b16f9__c02.mp4",
+ "source_url": "https://www.youtube.com/watch?v=Mm2LIfZQzYU",
+ "source_file_url": "https://www.youtube.com/watch?v=Mm2LIfZQzYU",
+ "title": "Department of State Press Briefing - July 31, 2025",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20250731",
+  "webpage_url": "https://www.youtube.com/watch?v=Mm2LIfZQzYU"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "61344aa12c",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   5.821534903130594,
+   -10.267149679091375,
+   3.8174071255513886
+  ],
+  "head_trans_mm": [
+   -635.1039904726749,
+   -27.86217903743764,
+   149.77713336927056
+  ],
+  "n_frames": 14429,
+  "seconds": 0.0,
+  "torso_deg": [
+   16.142672401218817,
+   -1.3184544738453983,
+   -2.902249840019815
+  ],
+  "face_raw": {
+   "gaze_yaw": 3.7084025982767344,
+   "gaze_pitch": -2.8671571612358093,
+   "brow_l_signed": 0.04596126405522227,
+   "brow_r_signed": 0.0022404014453059062,
+   "eye_open_l": 0.8940328732132912,
+   "eye_open_r": 0.9073158875107765,
+   "mouth_open": 0.007608249317854643,
+   "smile": 0.02596056554466486
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 30.0,
+ "src_size": [
+  640,
+  360
+ ],
+ "n_src_frames": 15246,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 15246,
+  "n_frames": 15248,
+  "face_valid_frac": 0.9480587618048268,
+  "torso_valid_frac": 1.0,
+  "arm_valid_frac": 0.800498426023085,
+  "hips_visible_frac": 0.07322038350407145,
+  "face_crop_frac": 0.9565458451729156,
+  "head_yaw_std": 20.219898768223555,
+  "head_yaw_p05_p95": [
+   -36.55113697052002,
+   31.630606651306152
+  ],
+  "head_pitch_std": 5.459987643589922,
+  "head_pitch_p05_p95": [
+   -8.83492136001587,
+   9.48810887336731
+  ],
+  "head_roll_std": 5.526340674456162,
+  "head_roll_p05_p95": [
+   -9.977169752120972,
+   6.9364253282547
+  ],
+  "head_x_std": 47.09310731602721,
+  "head_x_p05_p95": [
+   -21.851709365844727,
+   123.8530502319336
+  ],
+  "head_y_std": 54.891283388545666,
+  "head_y_p05_p95": [
+   -98.55100059509277,
+   68.76711082458496
+  ],
+  "head_z_std": 27.956917965859823,
+  "head_z_p05_p95": [
+   -67.16727256774902,
+   23.861673831939697
+  ],
+  "gaze_yaw_std": 10.421606787397836,
+  "gaze_yaw_p05_p95": [
+   -20.433966159820557,
+   17.324376106262207
+  ],
+  "mouth_open_std": 0.0460324223749981,
+  "mouth_open_p05_p95": [
+   0.0009571842529112473,
+   0.10685868375003338
+  ],
+  "speaking_frac": 0.9540267576075551
+ },
+ "captured_at": "2026-08-27T14:33:07",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:Mm2LIfZQzYU",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 2,
+  "chunk_start_s": 506.0,
+  "chunk_len_s": 506.0,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.875,
+   "frac_multi": 0.125,
+   "frac_none": 0.0,
+   "median_face_w": 0.115
+  },
+  "category": "U.S. Department of State",
+  "worker": "w07"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/department_of_state_press_briefing_j_1b16f9__c02/motion.parquet b/clips/s0001/department_of_state_press_briefing_j_1b16f9__c02/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e08badd86984ad15582276c9153e6f3b9c59cf3c
--- /dev/null
+++ b/clips/s0001/department_of_state_press_briefing_j_1b16f9__c02/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c3f4bb346c5197f6584baaff5165cf09bc2129ba6ff1daab84fcdd6c83e0bc0
+size 1935069
diff --git a/clips/s0001/department_of_state_press_briefing_j_ce90e4__c01/audio.opus b/clips/s0001/department_of_state_press_briefing_j_ce90e4__c01/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..4c2490cf4d42fd321d3fce9ee2eb4a8f5d9e0ad1
--- /dev/null
+++ b/clips/s0001/department_of_state_press_briefing_j_ce90e4__c01/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc8453efa73b551605082661caaa6c0f603815ce6e8b30b81f7a8ea8f01a6516
+size 2385172
diff --git a/clips/s0001/department_of_state_press_briefing_j_ce90e4__c01/meta.json b/clips/s0001/department_of_state_press_briefing_j_ce90e4__c01/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..4820eb6ef6a1617b9241e34895c615e483331736
--- /dev/null
+++ b/clips/s0001/department_of_state_press_briefing_j_ce90e4__c01/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\department_of_state_press_briefing_j_ce90e4\\department_of_state_press_briefing_j_ce90e4__c01.mp4",
+ "source_url": "https://www.youtube.com/watch?v=F-wZgCMweVk",
+ "source_file_url": "https://www.youtube.com/watch?v=F-wZgCMweVk",
+ "title": "Department of State Press Briefing - July 10, 2025",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20250710",
+  "webpage_url": "https://www.youtube.com/watch?v=F-wZgCMweVk"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "90cff9e09f",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -4.281258039264245,
+   -4.200228391104596,
+   2.5385613857173883
+  ],
+  "head_trans_mm": [
+   -628.2046391413762,
+   -5.9809765961471095,
+   160.13641639654816
+  ],
+  "n_frames": 17129,
+  "seconds": 0.0,
+  "torso_deg": [
+   3.050494129877849,
+   1.8226645873449825,
+   -4.689103898889131
+  ],
+  "face_raw": {
+   "gaze_yaw": 6.04275110643357,
+   "gaze_pitch": -10.941532161086798,
+   "brow_l_signed": 0.22345876949839294,
+   "brow_r_signed": 0.12112819473259151,
+   "eye_open_l": 0.4958721399307251,
+   "eye_open_r": 0.46132147312164307,
+   "mouth_open": 0.1897420436143875,
+   "smile": 0.00016312412481056526
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 30.0,
+ "src_size": [
+  640,
+  360
+ ],
+ "n_src_frames": 17724,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 17724,
+  "n_frames": 17724,
+  "face_valid_frac": 0.9676709546377793,
+  "torso_valid_frac": 0.9843714737079666,
+  "arm_valid_frac": 0.13806138569171744,
+  "hips_visible_frac": 0.13389577594123048,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 14.525970493760292,
+  "head_yaw_p05_p95": [
+   -25.458613395690918,
+   25.629119873046875
+  ],
+  "head_pitch_std": 4.8980205229077045,
+  "head_pitch_p05_p95": [
+   -7.610652923583984,
+   7.171559810638428
+  ],
+  "head_roll_std": 4.838658596941467,
+  "head_roll_p05_p95": [
+   -7.576812267303467,
+   6.995776653289795
+  ],
+  "head_x_std": 40.89179688761852,
+  "head_x_p05_p95": [
+   -19.44268798828125,
+   105.30702590942383
+  ],
+  "head_y_std": 26.07489993295054,
+  "head_y_p05_p95": [
+   -33.80324172973633,
+   35.27651786804199
+  ],
+  "head_z_std": 36.68819152896426,
+  "head_z_p05_p95": [
+   -83.03936004638672,
+   18.0181827545166
+  ],
+  "gaze_yaw_std": 5.8028524730464905,
+  "gaze_yaw_p05_p95": [
+   -9.405839920043945,
+   9.081017971038818
+  ],
+  "mouth_open_std": 0.11778322148496441,
+  "mouth_open_p05_p95": [
+   0.007444536313414574,
+   0.39582693576812744
+  ],
+  "speaking_frac": 0.888399909726924
+ },
+ "captured_at": "2026-08-27T14:31:21",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:F-wZgCMweVk",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 590.7,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 1.0,
+   "frac_multi": 0.0,
+   "frac_none": 0.0,
+   "median_face_w": 0.113
+  },
+  "category": "U.S. Department of State",
+  "worker": "w09"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/department_of_state_press_briefing_j_ce90e4__c01/motion.parquet b/clips/s0001/department_of_state_press_briefing_j_ce90e4__c01/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..7b1e16bdf8be5b1bd8bbeeabd4addf476f057f84
--- /dev/null
+++ b/clips/s0001/department_of_state_press_briefing_j_ce90e4__c01/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0150e631254f01992d339189dd199a380abe27a4a5e5592dd0a74a40afb641e
+size 1939140
diff --git a/clips/s0001/department_of_state_press_briefing_j_e5b60d__c01/audio.opus b/clips/s0001/department_of_state_press_briefing_j_e5b60d__c01/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..f0c96274697941f713d8024b00a3538f75aa689f
--- /dev/null
+++ b/clips/s0001/department_of_state_press_briefing_j_e5b60d__c01/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c2a27b45381508ae36bb1ecfe9857a636d5692efa5e97cb022dd51c5730286b
+size 2283820
diff --git a/clips/s0001/department_of_state_press_briefing_j_e5b60d__c01/meta.json b/clips/s0001/department_of_state_press_briefing_j_e5b60d__c01/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..01c0080ef2927d1e92da5fbaebc41d560ccb510e
--- /dev/null
+++ b/clips/s0001/department_of_state_press_briefing_j_e5b60d__c01/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\department_of_state_press_briefing_j_e5b60d\\department_of_state_press_briefing_j_e5b60d__c01.mp4",
+ "source_url": "https://www.youtube.com/watch?v=9w7-Fvj7Dsk",
+ "source_file_url": "https://www.youtube.com/watch?v=9w7-Fvj7Dsk",
+ "title": "Department of State Press Briefing - July 17, 2025",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20250717",
+  "webpage_url": "https://www.youtube.com/watch?v=9w7-Fvj7Dsk"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "cc517fbeaa",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -1.4305046178593783,
+   -2.9532548755209875,
+   -0.42244211694003403
+  ],
+  "head_trans_mm": [
+   -649.5275644155649,
+   21.006095748810978,
+   167.4215314435454
+  ],
+  "n_frames": 16939,
+  "seconds": 0.0,
+  "torso_deg": [
+   6.884131184246171,
+   2.1119005950233842,
+   -2.8494109470632143
+  ],
+  "face_raw": {
+   "gaze_yaw": 5.9638373320922256,
+   "gaze_pitch": -16.14242314361036,
+   "brow_l_signed": 0.5607698565290775,
+   "brow_r_signed": 0.5038457237096736,
+   "eye_open_l": 0.25766777992248535,
+   "eye_open_r": 0.2976469397544861,
+   "mouth_open": 0.22555774450302124,
+   "smile": 0.00011802057633758523
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97002997002997,
+ "src_size": [
+  640,
+  360
+ ],
+ "n_src_frames": 16972,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 16972,
+  "n_frames": 16989,
+  "face_valid_frac": 0.9982341515098004,
+  "torso_valid_frac": 1.0,
+  "arm_valid_frac": 0.05992112543410442,
+  "hips_visible_frac": 0.08099320130062075,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 10.81853549330269,
+  "head_yaw_p05_p95": [
+   -14.104766464233398,
+   28.49676113128662
+  ],
+  "head_pitch_std": 4.650394748893842,
+  "head_pitch_p05_p95": [
+   -11.574782371520996,
+   5.246212434768676
+  ],
+  "head_roll_std": 3.140366690178201,
+  "head_roll_p05_p95": [
+   -5.484866714477539,
+   4.438311100006102
+  ],
+  "head_x_std": 45.310194284379214,
+  "head_x_p05_p95": [
+   -16.052532958984376,
+   150.0
+  ],
+  "head_y_std": 45.74078086996329,
+  "head_y_p05_p95": [
+   -31.205060958862305,
+   150.0
+  ],
+  "head_z_std": 44.77540348429851,
+  "head_z_p05_p95": [
+   -150.0,
+   13.79185438156127
+  ],
+  "gaze_yaw_std": 5.081536842203022,
+  "gaze_yaw_p05_p95": [
+   -8.68332414627075,
+   5.922308969497679
+  ],
+  "mouth_open_std": 0.12616349913672392,
+  "mouth_open_p05_p95": [
+   0.0018543502781540157,
+   0.4234882235527039
+  ],
+  "speaking_frac": 0.8789805168049915
+ },
+ "captured_at": "2026-08-27T14:33:59",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:9w7-Fvj7Dsk",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 566.3,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.938,
+   "frac_multi": 0.062,
+   "frac_none": 0.0,
+   "median_face_w": 0.112
+  },
+  "category": "U.S. Department of State",
+  "worker": "w03"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/department_of_state_press_briefing_j_e5b60d__c01/motion.parquet b/clips/s0001/department_of_state_press_briefing_j_e5b60d__c01/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..23980f49359eebaa8d62d9e90afc0c66c03c7cc1
--- /dev/null
+++ b/clips/s0001/department_of_state_press_briefing_j_e5b60d__c01/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70d0257ae4f87b3003a88e9f058c728c9095eb0190d5c8de48af508403eeabb9
+size 1841309
diff --git a/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c01/audio.opus b/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c01/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..d9664ed89f3e270f770c5ec7f80d9b46c4c264cb
--- /dev/null
+++ b/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c01/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c20b8d3ae2b1a49ec2d2b11b4fb91f441dd64e46863fcc98a0db9b36430faef
+size 1449710
diff --git a/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c01/meta.json b/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c01/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d6f2d4d3beea60057ddfee9db197cb576064eae
--- /dev/null
+++ b/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c01/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\deputy_secretary_landau_hosts_the_gl_b54232\\deputy_secretary_landau_hosts_the_gl_b54232__c01.mp4",
+ "source_url": "https://www.youtube.com/watch?v=fo0QlVjS5Kw",
+ "source_file_url": "https://www.youtube.com/watch?v=fo0QlVjS5Kw",
+ "title": "Deputy Secretary Landau Hosts The Global Refugee & Asylum System: What Went Wrong and How to Fix It",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20250925",
+  "webpage_url": "https://www.youtube.com/watch?v=fo0QlVjS5Kw"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "c87f143f46",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -5.558265534150959,
+   -6.41653726550444,
+   5.6419253742045115
+  ],
+  "head_trans_mm": [
+   -638.4830331913719,
+   9.486183774753663,
+   172.1532334440077
+  ],
+  "n_frames": 11084,
+  "seconds": 0.0,
+  "torso_deg": [
+   16.812975246684786,
+   0.414220532782069,
+   -7.476130687342639
+  ],
+  "face_raw": {
+   "gaze_yaw": 7.203671217430383,
+   "gaze_pitch": -4.348869081586599,
+   "brow_l_signed": -0.3001225236803293,
+   "brow_r_signed": -0.2716305725334678,
+   "eye_open_l": 0.6712941825389862,
+   "eye_open_r": 0.7203164249658585,
+   "mouth_open": 0.07311679422855377,
+   "smile": 0.002676157921086997
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 11110,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 11110,
+  "n_frames": 11122,
+  "face_valid_frac": 0.9989210573637834,
+  "torso_valid_frac": 1.0,
+  "arm_valid_frac": 0.9880417191152671,
+  "hips_visible_frac": 0.800252047889099,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 19.4290977734092,
+  "head_yaw_p05_p95": [
+   -30.667293643951414,
+   41.79997558593739
+  ],
+  "head_pitch_std": 4.104320172777743,
+  "head_pitch_p05_p95": [
+   -8.8118305683136,
+   5.211730575561519
+  ],
+  "head_roll_std": 4.456791743168631,
+  "head_roll_p05_p95": [
+   -7.46120491027832,
+   6.440971541404722
+  ],
+  "head_x_std": 15.923235256954971,
+  "head_x_p05_p95": [
+   -22.753709697723387,
+   25.4844139099121
+  ],
+  "head_y_std": 35.91673655192212,
+  "head_y_p05_p95": [
+   -63.839754295349124,
+   56.25373268127441
+  ],
+  "head_z_std": 17.328885723269234,
+  "head_z_p05_p95": [
+   -27.69279909133911,
+   29.02092657089233
+  ],
+  "gaze_yaw_std": 5.9303749341831,
+  "gaze_yaw_p05_p95": [
+   -7.9671585798263544,
+   11.671851205825801
+  ],
+  "mouth_open_std": 0.09623928466134463,
+  "mouth_open_p05_p95": [
+   0.0010723361978307367,
+   0.2866049170494079
+  ],
+  "speaking_frac": 0.9549541449379608
+ },
+ "captured_at": "2026-08-27T14:31:08",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:fo0QlVjS5Kw",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "usgov_other",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 370.7,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 1.0,
+   "frac_multi": 0.0,
+   "frac_none": 0.0,
+   "median_face_w": 0.11
+  },
+  "category": "U.S. Department of State",
+  "worker": "w14"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c01/motion.parquet b/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c01/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..adf690aa384f6566d98e8d146c5b7ce815880977
--- /dev/null
+++ b/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c01/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e0a4dc5b0e75c20d00c9af60d91c51cafe0724de386a65491dd3937084a5609
+size 1521649
diff --git a/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c02/audio.opus b/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c02/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..082e7b12d7317c173787b06a9fd401bcdfd67913
--- /dev/null
+++ b/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c02/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a68414760c2f3be8d9bd21c09c20e071b6fd97a429b20ca8a4bf243be94a8c5
+size 1443596
diff --git a/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c02/meta.json b/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c02/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ff3d8a5cb1b59213816c421aade03da6ba2ce29
--- /dev/null
+++ b/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c02/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\deputy_secretary_landau_hosts_the_gl_b54232\\deputy_secretary_landau_hosts_the_gl_b54232__c02.mp4",
+ "source_url": "https://www.youtube.com/watch?v=fo0QlVjS5Kw",
+ "source_file_url": "https://www.youtube.com/watch?v=fo0QlVjS5Kw",
+ "title": "Deputy Secretary Landau Hosts The Global Refugee & Asylum System: What Went Wrong and How to Fix It",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20250925",
+  "webpage_url": "https://www.youtube.com/watch?v=fo0QlVjS5Kw"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "95017ad42c",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -7.562997351060481,
+   -9.983320469012208,
+   4.604432961355687
+  ],
+  "head_trans_mm": [
+   -645.9599304199219,
+   -9.495607018470764,
+   136.69839187198602
+  ],
+  "n_frames": 11007,
+  "seconds": 0.0,
+  "torso_deg": [
+   14.944538670689715,
+   0.34135958550749623,
+   -6.989709038996066
+  ],
+  "face_raw": {
+   "gaze_yaw": 5.775005319155753,
+   "gaze_pitch": -8.471855809912086,
+   "brow_l_signed": -0.20998194650746882,
+   "brow_r_signed": -0.13031058199703693,
+   "eye_open_l": 0.5019927322864532,
+   "eye_open_r": 0.6627157926559448,
+   "mouth_open": 0.021434849128127098,
+   "smile": 0.001244108541868627
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 11121,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 11121,
+  "n_frames": 11132,
+  "face_valid_frac": 0.9907473948975926,
+  "torso_valid_frac": 0.9694574200503054,
+  "arm_valid_frac": 0.8451311534315487,
+  "hips_visible_frac": 0.407905803195963,
+  "face_crop_frac": 0.567366221495412,
+  "head_yaw_std": 18.651022750744367,
+  "head_yaw_p05_p95": [
+   -29.428358840942384,
+   33.88642044067386
+  ],
+  "head_pitch_std": 7.2414351012658855,
+  "head_pitch_p05_p95": [
+   -12.89132194519043,
+   10.470420455932619
+  ],
+  "head_roll_std": 5.407708740810363,
+  "head_roll_p05_p95": [
+   -9.050197410583497,
+   6.769999313354492
+  ],
+  "head_x_std": 72.91497682851578,
+  "head_x_p05_p95": [
+   -150.0,
+   40.848302459716805
+  ],
+  "head_y_std": 83.52086673582355,
+  "head_y_p05_p95": [
+   -150.0,
+   150.0
+  ],
+  "head_z_std": 37.03584274292237,
+  "head_z_p05_p95": [
+   -77.6162612915039,
+   35.539823913574224
+  ],
+  "gaze_yaw_std": 5.985932713432994,
+  "gaze_yaw_p05_p95": [
+   -11.075294685363769,
+   8.955387687683105
+  ],
+  "mouth_open_std": 0.092873566886028,
+  "mouth_open_p05_p95": [
+   0.0004576980194542557,
+   0.25463270545005806
+  ],
+  "speaking_frac": 0.960204814947898
+ },
+ "captured_at": "2026-08-27T14:34:29",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:fo0QlVjS5Kw",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "usgov_other",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 2,
+  "chunk_start_s": 370.7,
+  "chunk_len_s": 370.7,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.688,
+   "frac_multi": 0.312,
+   "frac_none": 0.0,
+   "median_face_w": 0.108
+  },
+  "category": "U.S. Department of State",
+  "worker": "w14"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c02/motion.parquet b/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c02/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..d0ffc439a9e4f0076570ed7c729451047b4a9775
--- /dev/null
+++ b/clips/s0001/deputy_secretary_landau_hosts_the_gl_b54232__c02/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23cfdcc2abc8774e0768b02950c08fef0e13919ee35bb7e451d153e923de1da2
+size 1420812
diff --git a/clips/s0001/president_trump_delivers_remarks_aug_d18648__c02/audio.opus b/clips/s0001/president_trump_delivers_remarks_aug_d18648__c02/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..dfe808d1984ccbf65a0f855622db3f0a353ed196
--- /dev/null
+++ b/clips/s0001/president_trump_delivers_remarks_aug_d18648__c02/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44bb54b81637099e0a5917e859697ed6715b0d570163cf73f01085353d0739ad
+size 2179107
diff --git a/clips/s0001/president_trump_delivers_remarks_aug_d18648__c02/meta.json b/clips/s0001/president_trump_delivers_remarks_aug_d18648__c02/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..a48b8df1aa3ebc9e052f51762329dc86f29e0284
--- /dev/null
+++ b/clips/s0001/president_trump_delivers_remarks_aug_d18648__c02/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\president_trump_delivers_remarks_aug_d18648\\president_trump_delivers_remarks_aug_d18648__c02.mp4",
+ "source_url": "https://www.youtube.com/watch?v=mTz0qXlSd28",
+ "source_file_url": "https://www.youtube.com/watch?v=mTz0qXlSd28",
+ "title": "President Trump Delivers Remarks, Aug. 19, 2026",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "The White House",
+  "channel_url": "https://www.youtube.com/@WhiteHouse/videos",
+  "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "The White House",
+  "uploader_id": "@WhiteHouse",
+  "upload_date": "20260819",
+  "webpage_url": "https://www.youtube.com/watch?v=mTz0qXlSd28"
+ },
+ "artist": "The White House",
+ "rate_hz": 30.0,
+ "subject": "365835f1fe",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   21.05589245403338,
+   -3.740095390934297,
+   5.89068845999074
+  ],
+  "head_trans_mm": [
+   -789.6959781646729,
+   35.02396054090684,
+   243.22684874037154
+  ],
+  "n_frames": 10135,
+  "seconds": 0.0,
+  "torso_deg": [
+   11.945216200929405,
+   -0.03276503206103586,
+   22.567268271208416
+  ],
+  "face_raw": {
+   "gaze_yaw": 3.36735256947577,
+   "gaze_pitch": -5.694854147732258,
+   "brow_l_signed": -0.4502940692473203,
+   "brow_r_signed": -0.5723069255654991,
+   "eye_open_l": 0.7872830331325531,
+   "eye_open_r": 0.6629646718502045,
+   "mouth_open": 0.07297100126743317,
+   "smile": 0.002434115973301232
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97002997002997,
+ "src_size": [
+  640,
+  360
+ ],
+ "n_src_frames": 16498,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 16498,
+  "n_frames": 16515,
+  "face_valid_frac": 0.6225855283075992,
+  "torso_valid_frac": 0.9884347562821677,
+  "arm_valid_frac": 0.35252800484408114,
+  "hips_visible_frac": 0.6026106766824703,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 19.37054483328002,
+  "head_yaw_p05_p95": [
+   -41.15989761352539,
+   19.626425552368158
+  ],
+  "head_pitch_std": 6.654389967354752,
+  "head_pitch_p05_p95": [
+   -9.326804828643798,
+   7.92883801460265
+  ],
+  "head_roll_std": 7.832706239346241,
+  "head_roll_p05_p95": [
+   -10.024965286254883,
+   8.108958816528279
+  ],
+  "head_x_std": 77.99692258336705,
+  "head_x_p05_p95": [
+   -150.0,
+   150.0
+  ],
+  "head_y_std": 67.1871804064903,
+  "head_y_p05_p95": [
+   -150.0,
+   93.38009643554666
+  ],
+  "head_z_std": 60.70745527336589,
+  "head_z_p05_p95": [
+   -150.0,
+   59.97429447174065
+  ],
+  "gaze_yaw_std": 5.907614502879362,
+  "gaze_yaw_p05_p95": [
+   -9.830863618850708,
+   9.023428726196286
+  ],
+  "mouth_open_std": 0.1256696751269891,
+  "mouth_open_p05_p95": [
+   0.0021207475685514517,
+   0.35148055106401443
+  ],
+  "speaking_frac": 0.8073872237359976
+ },
+ "captured_at": "2026-08-27T14:31:58",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:mTz0qXlSd28",
+  "source_kind": "usgov",
+  "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "channel_name": "The White House",
+  "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "series": "address",
+  "language": "en",
+  "lang_evidence": "info-json language",
+  "chunk": 2,
+  "chunk_start_s": 544.5,
+  "chunk_len_s": 544.5,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.688,
+   "frac_multi": 0.312,
+   "frac_none": 0.0,
+   "median_face_w": 0.097
+  },
+  "category": "The White House",
+  "worker": "w00"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/president_trump_delivers_remarks_aug_d18648__c02/motion.parquet b/clips/s0001/president_trump_delivers_remarks_aug_d18648__c02/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b32b7d4c1d2f3ce19811617ccdeff31edf6f6cf6
--- /dev/null
+++ b/clips/s0001/president_trump_delivers_remarks_aug_d18648__c02/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f9bd0801ada2876a17b2ae48d652a1e82d68f5700691fd2e4cda6b98fbbd481
+size 1423361
diff --git a/clips/s0001/president_trump_delivers_remarks_to_272afe__c01/audio.opus b/clips/s0001/president_trump_delivers_remarks_to_272afe__c01/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..5d3891b9378778ee2fdd1aa65452c14e2883b8a2
--- /dev/null
+++ b/clips/s0001/president_trump_delivers_remarks_to_272afe__c01/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a8f4299806897d8d7a4fcb6a05b4610f8989490346b5d8610f244edea40502a
+size 2274965
diff --git a/clips/s0001/president_trump_delivers_remarks_to_272afe__c01/meta.json b/clips/s0001/president_trump_delivers_remarks_to_272afe__c01/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..b34e004d949e394895e00b864f8ef2569593f7b0
--- /dev/null
+++ b/clips/s0001/president_trump_delivers_remarks_to_272afe__c01/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\president_trump_delivers_remarks_to_272afe\\president_trump_delivers_remarks_to_272afe__c01.mp4",
+ "source_url": "https://www.youtube.com/watch?v=lw9foqNRpyE",
+ "source_file_url": "https://www.youtube.com/watch?v=lw9foqNRpyE",
+ "title": "President Trump Delivers Remarks to the United Nations General Assembly",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20250923",
+  "webpage_url": "https://www.youtube.com/watch?v=lw9foqNRpyE"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "276018c99d",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -0.2142676844424438,
+   -10.478687024077717,
+   10.66437420284622
+  ],
+  "head_trans_mm": [
+   -527.0661980765207,
+   12.538204193115234,
+   94.49310251033212
+  ],
+  "n_frames": 14357,
+  "seconds": 0.0,
+  "torso_deg": [
+   19.386497196482335,
+   1.176368551898052,
+   -0.6552653980071199
+  ],
+  "face_raw": {
+   "gaze_yaw": 4.773332811892033,
+   "gaze_pitch": -13.796324592549354,
+   "brow_l_signed": 0.09293135162442923,
+   "brow_r_signed": 0.0536766666918993,
+   "eye_open_l": 0.4431490898132324,
+   "eye_open_r": 0.38573408126831055,
+   "mouth_open": 0.08812052011489868,
+   "smile": 9.881479127216153e-05
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97,
+ "src_size": [
+  640,
+  360
+ ],
+ "n_src_frames": 17030,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 17030,
+  "n_frames": 17047,
+  "face_valid_frac": 0.844430105003813,
+  "torso_valid_frac": 0.9633366574763889,
+  "arm_valid_frac": 0.0862908429635713,
+  "hips_visible_frac": 0.11485909479077712,
+  "face_crop_frac": 0.7207633906805043,
+  "head_yaw_std": 13.955595028462152,
+  "head_yaw_p05_p95": [
+   -37.62510871887207,
+   12.692037677764892
+  ],
+  "head_pitch_std": 4.956751801463105,
+  "head_pitch_p05_p95": [
+   -9.699442768096924,
+   6.97773013114929
+  ],
+  "head_roll_std": 7.543551011812083,
+  "head_roll_p05_p95": [
+   -17.232986640930175,
+   6.4132339477539
+  ],
+  "head_x_std": 38.18743173067239,
+  "head_x_p05_p95": [
+   -24.746795272827146,
+   112.10920410156236
+  ],
+  "head_y_std": 27.011206104483662,
+  "head_y_p05_p95": [
+   -30.780543327331543,
+   25.98958320617672
+  ],
+  "head_z_std": 31.13088499449689,
+  "head_z_p05_p95": [
+   -68.08347625732421,
+   31.394630050659167
+  ],
+  "gaze_yaw_std": 4.98280292757226,
+  "gaze_yaw_p05_p95": [
+   -6.170735549926757,
+   9.663032150268549
+  ],
+  "mouth_open_std": 0.09667566539302334,
+  "mouth_open_p05_p95": [
+   0.006992525840178133,
+   0.2934795469045638
+  ],
+  "speaking_frac": 0.6921452454977416
+ },
+ "captured_at": "2026-08-27T14:32:02",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:lw9foqNRpyE",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "address",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 568.2,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.75,
+   "frac_multi": 0.25,
+   "frac_none": 0.0,
+   "median_face_w": 0.141
+  },
+  "category": "U.S. Department of State",
+  "worker": "w01"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/president_trump_delivers_remarks_to_272afe__c01/motion.parquet b/clips/s0001/president_trump_delivers_remarks_to_272afe__c01/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..392577a987880ffeda76977c172f1eb12862301c
--- /dev/null
+++ b/clips/s0001/president_trump_delivers_remarks_to_272afe__c01/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8a61f7ca8f99d8531644472fb451e1b6a99cf6b1e2ca9d854260d62fc58ae69
+size 1631231
diff --git a/clips/s0001/president_trump_gaggles_with_press_a_0b4994/audio.opus b/clips/s0001/president_trump_gaggles_with_press_a_0b4994/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..d74e4a5babdfe95b43763a2fcfc46a4c52be4f5c
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_a_0b4994/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8e717175c9dc92f4cd9a83dcb65acaf60feef6bd0cca9ab92311d1358d9f019
+size 597046
diff --git a/clips/s0001/president_trump_gaggles_with_press_a_0b4994/meta.json b/clips/s0001/president_trump_gaggles_with_press_a_0b4994/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a393991f37f8584dc4cc0aea4070eb7af9b3236
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_a_0b4994/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\president_trump_gaggles_with_press_a_0b4994\\source.mp4",
+ "source_url": "https://www.youtube.com/watch?v=yFnetqE56bQ",
+ "source_file_url": "https://www.youtube.com/watch?v=yFnetqE56bQ",
+ "title": "President Trump Gaggles with Press at Joint Base Andrews, Aug. 14, 2026",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "The White House",
+  "channel_url": "https://www.youtube.com/@WhiteHouse/videos",
+  "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "The White House",
+  "uploader_id": "@WhiteHouse",
+  "upload_date": "20260814",
+  "webpage_url": "https://www.youtube.com/watch?v=yFnetqE56bQ"
+ },
+ "artist": "The White House",
+ "rate_hz": 30.0,
+ "subject": "c8e1e91ebb",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   43.195594578568645,
+   -5.533752062230008,
+   7.159319576923222
+  ],
+  "head_trans_mm": [
+   -605.0411776838632,
+   -6.549176058973314,
+   122.30456364769975
+  ],
+  "n_frames": 3584,
+  "seconds": 0.0,
+  "torso_deg": [
+   9.85634827152369,
+   -3.506917436479289,
+   45.63224804730352
+  ],
+  "face_raw": {
+   "gaze_yaw": -5.7646788423880935,
+   "gaze_pitch": -5.306709171272814,
+   "brow_l_signed": -0.03818432241678238,
+   "brow_r_signed": -0.19444350691628642,
+   "eye_open_l": 0.7387961596250534,
+   "eye_open_r": 0.46444424986839294,
+   "mouth_open": 0.006241940660402179,
+   "smile": 0.0011441854439908639
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97002997002997,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 4388,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 4388,
+  "n_frames": 4392,
+  "face_valid_frac": 0.8333333333333334,
+  "torso_valid_frac": 0.9997723132969034,
+  "arm_valid_frac": 0.1413934426229508,
+  "hips_visible_frac": 0.03396398449965808,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 13.864788591676465,
+  "head_yaw_p05_p95": [
+   -31.44179039001465,
+   13.453281879425045
+  ],
+  "head_pitch_std": 4.727818573656664,
+  "head_pitch_p05_p95": [
+   -7.7612508058547975,
+   7.4299390554428
+  ],
+  "head_roll_std": 3.3065710838829268,
+  "head_roll_p05_p95": [
+   -5.76800582408905,
+   4.863393616676324
+  ],
+  "head_x_std": 64.37841933367682,
+  "head_x_p05_p95": [
+   -150.0,
+   50.058260726928694
+  ],
+  "head_y_std": 74.96056613339226,
+  "head_y_p05_p95": [
+   -150.0,
+   96.96219596862784
+  ],
+  "head_z_std": 29.55372497007057,
+  "head_z_p05_p95": [
+   -17.61023540496826,
+   58.08303546905517
+  ],
+  "gaze_yaw_std": 6.3577031539384885,
+  "gaze_yaw_p05_p95": [
+   -9.067809009552002,
+   11.230436515808105
+  ],
+  "mouth_open_std": 0.08798949807068625,
+  "mouth_open_p05_p95": [
+   0.0005963669449556619,
+   0.24444265514612176
+  ],
+  "speaking_frac": 0.6413934426229508
+ },
+ "captured_at": "2026-08-27T14:23:43",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:yFnetqE56bQ",
+  "source_kind": "usgov",
+  "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "channel_name": "The White House",
+  "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "info-json language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 146.5,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 1.0,
+   "frac_multi": 0.0,
+   "frac_none": 0.0,
+   "median_face_w": 0.106
+  },
+  "category": "The White House",
+  "worker": "w07"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/president_trump_gaggles_with_press_a_0b4994/motion.parquet b/clips/s0001/president_trump_gaggles_with_press_a_0b4994/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..4f63ad8c714ab81bba6ef11d0cf072424e047a6c
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_a_0b4994/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1be5be9c7446e9ff92257853514c566768e96c3673dd4f7ff9c66da97080f38
+size 431088
diff --git a/clips/s0001/president_trump_gaggles_with_press_a_3ab05c__c01/audio.opus b/clips/s0001/president_trump_gaggles_with_press_a_3ab05c__c01/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..df4e37a7986e310ca7dc911dafd2da4c128674df
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_a_3ab05c__c01/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6cb5d2aa8d4efd0df14cbdbab8e1c22a956c9e72998e9cf553448fb5912b06d8
+size 1264854
diff --git a/clips/s0001/president_trump_gaggles_with_press_a_3ab05c__c01/meta.json b/clips/s0001/president_trump_gaggles_with_press_a_3ab05c__c01/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe0ac4472fd82303fa9bbf51e0d1a75edd647689
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_a_3ab05c__c01/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\president_trump_gaggles_with_press_a_3ab05c\\president_trump_gaggles_with_press_a_3ab05c__c01.mp4",
+ "source_url": "https://www.youtube.com/watch?v=820-2j_6VNQ",
+ "source_file_url": "https://www.youtube.com/watch?v=820-2j_6VNQ",
+ "title": "President Trump Gaggles with Press at Joint Base Andrews En Route Groton, CT, May 20, 2026",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "The White House",
+  "channel_url": "https://www.youtube.com/@WhiteHouse/videos",
+  "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "The White House",
+  "uploader_id": "@WhiteHouse",
+  "upload_date": "20260520",
+  "webpage_url": "https://www.youtube.com/watch?v=820-2j_6VNQ"
+ },
+ "artist": "The White House",
+ "rate_hz": 30.0,
+ "subject": "24fd4e5761",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -26.232923232387098,
+   1.7765984195093967,
+   2.258134987554067
+  ],
+  "head_trans_mm": [
+   -447.34537747524087,
+   -51.74821231989141,
+   62.201819565606286
+  ],
+  "n_frames": 8964,
+  "seconds": 0.0,
+  "torso_deg": [
+   18.630302896737902,
+   -1.1071855074263328,
+   -2.373571906976789
+  ],
+  "face_raw": {
+   "gaze_yaw": 0.052291788160800934,
+   "gaze_pitch": -8.579198066145182,
+   "brow_l_signed": -0.41558530362090096,
+   "brow_r_signed": -0.2833073370857164,
+   "eye_open_l": 0.6128338128328323,
+   "eye_open_r": 0.7288482338190079,
+   "mouth_open": 0.04696337878704071,
+   "smile": 0.00040565483141108416
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97002997002997,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 9635,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 9635,
+  "n_frames": 9646,
+  "face_valid_frac": 0.9589467136636948,
+  "torso_valid_frac": 0.9964752228903172,
+  "arm_valid_frac": 0.0,
+  "hips_visible_frac": 0.0,
+  "face_crop_frac": 0.9963186077643909,
+  "head_yaw_std": 23.42724254003183,
+  "head_yaw_p05_p95": [
+   -26.0355504989624,
+   44.81078071594238
+  ],
+  "head_pitch_std": 4.905784334313584,
+  "head_pitch_p05_p95": [
+   -6.816703128814697,
+   4.675184321403502
+  ],
+  "head_roll_std": 6.67697759769428,
+  "head_roll_p05_p95": [
+   -10.256864070892334,
+   8.932400131225583
+  ],
+  "head_x_std": 47.180369886298934,
+  "head_x_p05_p95": [
+   -94.26267890930175,
+   44.29568958282467
+  ],
+  "head_y_std": 52.2864816364809,
+  "head_y_p05_p95": [
+   -78.5531997680664,
+   88.58633460998527
+  ],
+  "head_z_std": 25.351213060881257,
+  "head_z_p05_p95": [
+   -40.930236625671384,
+   38.31030883789061
+  ],
+  "gaze_yaw_std": 5.856787805372402,
+  "gaze_yaw_p05_p95": [
+   -7.886513042449951,
+   10.40553326606749
+  ],
+  "mouth_open_std": 0.11616697922655012,
+  "mouth_open_p05_p95": [
+   0.001320455665700138,
+   0.29707552939653326
+  ],
+  "speaking_frac": 0.6891975948579722
+ },
+ "captured_at": "2026-08-27T14:34:04",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:820-2j_6VNQ",
+  "source_kind": "usgov",
+  "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "channel_name": "The White House",
+  "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "info-json language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 321.4,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 1.0,
+   "frac_multi": 0.0,
+   "frac_none": 0.0,
+   "median_face_w": 0.163
+  },
+  "category": "The White House",
+  "worker": "w15"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/president_trump_gaggles_with_press_a_3ab05c__c01/motion.parquet b/clips/s0001/president_trump_gaggles_with_press_a_3ab05c__c01/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..a75aa12793a0862ccea5b0a097c8be8b55cc24b6
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_a_3ab05c__c01/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:295ccc750d33b320ad41347319d13999d2b68ab6cf6b3fcab5c3dd7dec139f07
+size 1008886
diff --git a/clips/s0001/president_trump_gaggles_with_press_a_a0068d/audio.opus b/clips/s0001/president_trump_gaggles_with_press_a_a0068d/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..29b510432d497da74ee7a0da10801ce701b0f449
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_a_a0068d/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f64fc9bf2148fe743c52fbe968b205f46822ecd4d73ea4f2b59ff74bd24f7fd6
+size 1166232
diff --git a/clips/s0001/president_trump_gaggles_with_press_a_a0068d/meta.json b/clips/s0001/president_trump_gaggles_with_press_a_a0068d/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..2dfe203100c8a1236197879c7f6874e111192955
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_a_a0068d/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\president_trump_gaggles_with_press_a_a0068d\\source.mp4",
+ "source_url": "https://www.youtube.com/watch?v=MYRYNwBIMw8",
+ "source_file_url": "https://www.youtube.com/watch?v=MYRYNwBIMw8",
+ "title": "President Trump Gaggles with Press at Joint Base Andrews, Aug. 11, 2026",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "The White House",
+  "channel_url": "https://www.youtube.com/@WhiteHouse/videos",
+  "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "The White House",
+  "uploader_id": "@WhiteHouse",
+  "upload_date": "20260812",
+  "webpage_url": "https://www.youtube.com/watch?v=MYRYNwBIMw8"
+ },
+ "artist": "The White House",
+ "rate_hz": 30.0,
+ "subject": "c8e1e91ebb",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   42.1901216052095,
+   -4.5163608672050275,
+   6.280481272267272
+  ],
+  "head_trans_mm": [
+   -507.3131227956235,
+   24.44633344318199,
+   89.98926112812836
+  ],
+  "n_frames": 7367,
+  "seconds": 0.0,
+  "torso_deg": [
+   6.316741859976504,
+   -5.14025783976226,
+   43.433592805917904
+  ],
+  "face_raw": {
+   "gaze_yaw": 6.245342753827572,
+   "gaze_pitch": -4.461569059640169,
+   "brow_l_signed": -0.22433804281172343,
+   "brow_r_signed": -0.2590698163257912,
+   "eye_open_l": 0.6772407293319702,
+   "eye_open_r": 0.5577074289321899,
+   "mouth_open": 0.041352514177560806,
+   "smile": 2.670940557436552e-05
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97002997002997,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 8881,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 8881,
+  "n_frames": 8889,
+  "face_valid_frac": 0.8537518281021487,
+  "torso_valid_frac": 0.9995500056249297,
+  "arm_valid_frac": 0.008887388907638655,
+  "hips_visible_frac": 0.005295178008111762,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 8.591077283609197,
+  "head_yaw_p05_p95": [
+   -14.865172958374023,
+   12.361801528930656
+  ],
+  "head_pitch_std": 3.259421392428651,
+  "head_pitch_p05_p95": [
+   -5.676687526702881,
+   5.096031284332274
+  ],
+  "head_roll_std": 3.7745047354012407,
+  "head_roll_p05_p95": [
+   -7.738159275054931,
+   4.416216659545898
+  ],
+  "head_x_std": 39.40882786269383,
+  "head_x_p05_p95": [
+   -56.796197509765626,
+   54.58239746093749
+  ],
+  "head_y_std": 33.995794026665735,
+  "head_y_p05_p95": [
+   -56.36586303710937,
+   54.90420455932617
+  ],
+  "head_z_std": 25.27142340204009,
+  "head_z_p05_p95": [
+   -31.899536895751954,
+   38.70114212036132
+  ],
+  "gaze_yaw_std": 6.27322986743959,
+  "gaze_yaw_p05_p95": [
+   -11.47862148284912,
+   9.174029922485351
+  ],
+  "mouth_open_std": 0.08697428176337645,
+  "mouth_open_p05_p95": [
+   0.0015921332407742741,
+   0.25047361254692063
+  ],
+  "speaking_frac": 0.9145010687366408
+ },
+ "captured_at": "2026-08-27T14:18:33",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:MYRYNwBIMw8",
+  "source_kind": "usgov",
+  "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "channel_name": "The White House",
+  "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "info-json language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 296.4,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 1.0,
+   "frac_multi": 0.0,
+   "frac_none": 0.0,
+   "median_face_w": 0.132
+  },
+  "category": "The White House",
+  "worker": "w04"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/president_trump_gaggles_with_press_a_a0068d/motion.parquet b/clips/s0001/president_trump_gaggles_with_press_a_a0068d/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..70ff7434a4ddd7a82ffb3fb8113f4eb9741d1fda
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_a_a0068d/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c6786919fd9d039bae9bed575d9803733ae834c5ac6e8b93b06f13bc6a65320
+size 853972
diff --git a/clips/s0001/president_trump_gaggles_with_press_b_aa65e6__c01/audio.opus b/clips/s0001/president_trump_gaggles_with_press_b_aa65e6__c01/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..0da8d436b2d4a0a1261f9b0f5ad59d1cb590f41d
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_b_aa65e6__c01/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d84f2ab3475c8d01f4ba91e2fcc0cd393aa8d5af313285b66af5db36e5dcad64
+size 2143625
diff --git a/clips/s0001/president_trump_gaggles_with_press_b_aa65e6__c01/meta.json b/clips/s0001/president_trump_gaggles_with_press_b_aa65e6__c01/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd66887fc5e7bb7c0c09d8a68b37b7831066ecb0
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_b_aa65e6__c01/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\president_trump_gaggles_with_press_b_aa65e6\\president_trump_gaggles_with_press_b_aa65e6__c01.mp4",
+ "source_url": "https://www.youtube.com/watch?v=cZur-iw3lwU",
+ "source_file_url": "https://www.youtube.com/watch?v=cZur-iw3lwU",
+ "title": "President Trump Gaggles with Press Before Departing the White House, May 12, 2026",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "The White House",
+  "channel_url": "https://www.youtube.com/@WhiteHouse/videos",
+  "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "The White House",
+  "uploader_id": "@WhiteHouse",
+  "upload_date": "20260512",
+  "webpage_url": "https://www.youtube.com/watch?v=cZur-iw3lwU"
+ },
+ "artist": "The White House",
+ "rate_hz": 30.0,
+ "subject": "eae4388615",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   26.572799869931593,
+   -4.192049941498487,
+   8.769030436213207
+  ],
+  "head_trans_mm": [
+   -584.3660159895319,
+   18.730098073548042,
+   127.564730386991
+  ],
+  "n_frames": 13886,
+  "seconds": 0.0,
+  "torso_deg": [
+   9.459653381489645,
+   -0.7512701870176031,
+   12.278818775379555
+  ],
+  "face_raw": {
+   "gaze_yaw": 4.535146364942193,
+   "gaze_pitch": -6.767022294225171,
+   "brow_l_signed": 0.006670203525573015,
+   "brow_r_signed": -0.06699372280854732,
+   "eye_open_l": 0.6615559309720993,
+   "eye_open_r": 0.49346476793289185,
+   "mouth_open": 0.015080343000590801,
+   "smile": 0.0009907762723742053
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 15996,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 15996,
+  "n_frames": 16014,
+  "face_valid_frac": 0.8848507555888597,
+  "torso_valid_frac": 0.9961908330211066,
+  "arm_valid_frac": 0.13850380916697888,
+  "hips_visible_frac": 0.19124308002013085,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 33.843207089330754,
+  "head_yaw_p05_p95": [
+   -70.98199310302735,
+   27.282946300506584
+  ],
+  "head_pitch_std": 5.244419967452704,
+  "head_pitch_p05_p95": [
+   -8.636571550369263,
+   8.91623601913452
+  ],
+  "head_roll_std": 5.842484036885588,
+  "head_roll_p05_p95": [
+   -6.724037408828735,
+   10.555841207504272
+  ],
+  "head_x_std": 70.27551265747427,
+  "head_x_p05_p95": [
+   -150.0,
+   113.30038642883292
+  ],
+  "head_y_std": 58.09874755256305,
+  "head_y_p05_p95": [
+   -118.45711402893066,
+   77.14035987854004
+  ],
+  "head_z_std": 38.867956442083084,
+  "head_z_p05_p95": [
+   -56.49004688262939,
+   49.186366081237736
+  ],
+  "gaze_yaw_std": 6.356226369718529,
+  "gaze_yaw_p05_p95": [
+   -8.532139873504638,
+   12.34584498405456
+  ],
+  "mouth_open_std": 0.09685461383583978,
+  "mouth_open_p05_p95": [
+   0.00045594138355227194,
+   0.28139371424913395
+  ],
+  "speaking_frac": 0.8900961658548769
+ },
+ "captured_at": "2026-08-27T14:26:41",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:cZur-iw3lwU",
+  "source_kind": "usgov",
+  "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "channel_name": "The White House",
+  "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "info-json language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 533.7,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 1.0,
+   "frac_multi": 0.0,
+   "frac_none": 0.0,
+   "median_face_w": 0.114
+  },
+  "category": "The White House",
+  "worker": "w01"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/president_trump_gaggles_with_press_b_aa65e6__c01/motion.parquet b/clips/s0001/president_trump_gaggles_with_press_b_aa65e6__c01/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e6b4f1ccca9910e699bac36f37d3984220b27802
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_b_aa65e6__c01/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a8095c27cc6fbb60e8807dacb8e133755291b2ee4b1fc5763ece4ed57001cc1
+size 1626455
diff --git a/clips/s0001/president_trump_gaggles_with_press_o_21db40/audio.opus b/clips/s0001/president_trump_gaggles_with_press_o_21db40/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..106600cc16a8d2d8843ab0556d77764fc0654062
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_o_21db40/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4fcd0de8dee6cac2c84f4990be5b17a0afbcd366eb17a1c2ed86961681804b7b
+size 1844666
diff --git a/clips/s0001/president_trump_gaggles_with_press_o_21db40/meta.json b/clips/s0001/president_trump_gaggles_with_press_o_21db40/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5f55ad50a20082e1d855217cc88567861e96a6d
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_o_21db40/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\president_trump_gaggles_with_press_o_21db40\\source.mp4",
+ "source_url": "https://www.youtube.com/watch?v=6OyAg4YczaY",
+ "source_file_url": "https://www.youtube.com/watch?v=6OyAg4YczaY",
+ "title": "President Trump Gaggles with Press on Air Force One En Route Joint Base Andrews, Aug. 2, 2026",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "The White House",
+  "channel_url": "https://www.youtube.com/@WhiteHouse/videos",
+  "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "The White House",
+  "uploader_id": "@WhiteHouse",
+  "upload_date": "20260802",
+  "webpage_url": "https://www.youtube.com/watch?v=6OyAg4YczaY"
+ },
+ "artist": "The White House",
+ "rate_hz": 30.0,
+ "subject": "c8e1e91ebb",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   15.409783816059678,
+   -8.226003088593307,
+   3.8389595116084423
+  ],
+  "head_trans_mm": [
+   -764.1088194766287,
+   353.62059487396823,
+   220.16657997988256
+  ],
+  "n_frames": 13537,
+  "seconds": 0.0,
+  "torso_deg": [
+   6.881135785780251,
+   2.49903163411207,
+   31.199706484234714
+  ],
+  "face_raw": {
+   "gaze_yaw": 0.6236694753170013,
+   "gaze_pitch": -9.582549538463354,
+   "brow_l_signed": -0.5466294349589589,
+   "brow_r_signed": -0.7027983818734356,
+   "eye_open_l": 0.6770345568656921,
+   "eye_open_r": 0.43641406297683716,
+   "mouth_open": 0.1256195306777954,
+   "smile": 3.47608256561216e-05
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97002997002997,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 14174,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 14174,
+  "n_frames": 14188,
+  "face_valid_frac": 0.9558077248378912,
+  "torso_valid_frac": 0.9909782915139554,
+  "arm_valid_frac": 0.19939385396109388,
+  "hips_visible_frac": 0.4481552843787911,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 10.154099577464105,
+  "head_yaw_p05_p95": [
+   -17.12921142578125,
+   15.870240211486816
+  ],
+  "head_pitch_std": 4.52115438556766,
+  "head_pitch_p05_p95": [
+   -10.191510200500488,
+   5.089260101318359
+  ],
+  "head_roll_std": 3.9868155574581534,
+  "head_roll_p05_p95": [
+   -7.7503838539123535,
+   5.612574100494385
+  ],
+  "head_x_std": 67.03268017639947,
+  "head_x_p05_p95": [
+   -150.0,
+   74.72879028320312
+  ],
+  "head_y_std": 66.88047884508958,
+  "head_y_p05_p95": [
+   -96.685546875,
+   150.0
+  ],
+  "head_z_std": 43.55827301959698,
+  "head_z_p05_p95": [
+   -73.254150390625,
+   68.16120147705078
+  ],
+  "gaze_yaw_std": 5.3563373663380665,
+  "gaze_yaw_p05_p95": [
+   -9.319121360778809,
+   8.70190715789795
+  ],
+  "mouth_open_std": 0.11149337682808215,
+  "mouth_open_p05_p95": [
+   0.004772519692778587,
+   0.34516677260398865
+  ],
+  "speaking_frac": 0.8093459261347618
+ },
+ "captured_at": "2026-08-27T14:33:41",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:6OyAg4YczaY",
+  "source_kind": "usgov",
+  "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "channel_name": "The White House",
+  "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "info-json language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 473.0,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 1.0,
+   "frac_multi": 0.0,
+   "frac_none": 0.0,
+   "median_face_w": 0.093
+  },
+  "category": "The White House",
+  "worker": "w12"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/president_trump_gaggles_with_press_o_21db40/motion.parquet b/clips/s0001/president_trump_gaggles_with_press_o_21db40/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..67294c7f278b6e30b00462e183b52f67d6e478a9
--- /dev/null
+++ b/clips/s0001/president_trump_gaggles_with_press_o_21db40/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe5e91f929d42b82be8542a1a842bdc139b3c300543cd20b5233a86d0f4d5ade
+size 1552403
diff --git a/clips/s0001/president_trump_hosts_farmers_at_the_b325a2/audio.opus b/clips/s0001/president_trump_hosts_farmers_at_the_b325a2/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..17dae479c82b4f3efa8041dab90834b2f0a94730
--- /dev/null
+++ b/clips/s0001/president_trump_hosts_farmers_at_the_b325a2/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:289bd9135bf85e943163cb702d4e0e18fe9b46af42712bfb12f1c9f81ce096e6
+size 710011
diff --git a/clips/s0001/president_trump_hosts_farmers_at_the_b325a2/meta.json b/clips/s0001/president_trump_hosts_farmers_at_the_b325a2/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b666058c0c031480cca8a1010cc35584ad68513
--- /dev/null
+++ b/clips/s0001/president_trump_hosts_farmers_at_the_b325a2/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\president_trump_hosts_farmers_at_the_b325a2\\source.mp4",
+ "source_url": "https://www.youtube.com/watch?v=8bdy3uchN50",
+ "source_file_url": "https://www.youtube.com/watch?v=8bdy3uchN50",
+ "title": "President Trump Hosts Farmers at the Rose Garden",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "The White House",
+  "channel_url": "https://www.youtube.com/@WhiteHouse/videos",
+  "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "The White House",
+  "uploader_id": "@WhiteHouse",
+  "upload_date": "20260626",
+  "webpage_url": "https://www.youtube.com/watch?v=8bdy3uchN50"
+ },
+ "artist": "The White House",
+ "rate_hz": 30.0,
+ "subject": "c8e1e91ebb",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -0.02071967254826241,
+   -0.11067582047948848,
+   -4.009070379178961
+  ],
+  "head_trans_mm": [
+   -750.1216500174121,
+   2.0539074506218,
+   204.1448314238367
+  ],
+  "n_frames": 3006,
+  "seconds": 0.0,
+  "torso_deg": [
+   9.863062249149378,
+   -0.14785220829121154,
+   -2.486879877512281
+  ],
+  "face_raw": {
+   "gaze_yaw": 3.419947293587029,
+   "gaze_pitch": -3.336631115525961,
+   "brow_l_signed": 0.041846333304420114,
+   "brow_r_signed": 0.024353132117539644,
+   "eye_open_l": 0.7835882753133774,
+   "eye_open_r": 0.8240779042243958,
+   "mouth_open": 0.08542422950267792,
+   "smile": 0.0033921394497156143
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 23.976023976023978,
+ "src_size": [
+  854,
+  450
+ ],
+ "n_src_frames": 4007,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 4007,
+  "n_frames": 5013,
+  "face_valid_frac": 0.7496509076401356,
+  "torso_valid_frac": 0.8635547576301615,
+  "arm_valid_frac": 0.4907241172950329,
+  "hips_visible_frac": 0.5556200987510892,
+  "face_crop_frac": 0.9045242847638058,
+  "head_yaw_std": 16.889372526481868,
+  "head_yaw_p05_p95": [
+   -40.39419708251953,
+   15.407217645644419
+  ],
+  "head_pitch_std": 8.70304335464275,
+  "head_pitch_p05_p95": [
+   -24.830129051208495,
+   6.787298488616942
+  ],
+  "head_roll_std": 6.824657212891682,
+  "head_roll_p05_p95": [
+   -7.776868319511413,
+   12.527644109725909
+  ],
+  "head_x_std": 84.23814428046062,
+  "head_x_p05_p95": [
+   -150.0,
+   150.0
+  ],
+  "head_y_std": 47.87264794877818,
+  "head_y_p05_p95": [
+   -72.10593376159605,
+   66.64766578674313
+  ],
+  "head_z_std": 40.85093105581041,
+  "head_z_p05_p95": [
+   -50.43093090057373,
+   87.04401016235352
+  ],
+  "gaze_yaw_std": 6.254069044003565,
+  "gaze_yaw_p05_p95": [
+   -9.636447334289551,
+   11.9307162284851
+  ],
+  "mouth_open_std": 0.13214041642383922,
+  "mouth_open_p05_p95": [
+   0.001947890419978649,
+   0.4035131156444549
+  ],
+  "speaking_frac": 0.9467384799521245
+ },
+ "captured_at": "2026-08-27T14:24:45",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:8bdy3uchN50",
+  "source_kind": "usgov",
+  "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "channel_name": "The White House",
+  "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "series": "usgov_other",
+  "language": "en",
+  "lang_evidence": "info-json language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 167.2,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.625,
+   "frac_multi": 0.375,
+   "frac_none": 0.0,
+   "median_face_w": 0.101
+  },
+  "category": "The White House",
+  "worker": "w08"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/president_trump_hosts_farmers_at_the_b325a2/motion.parquet b/clips/s0001/president_trump_hosts_farmers_at_the_b325a2/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..09bda7c989b2c8e24f1bb6678bf3fa2991e582a2
--- /dev/null
+++ b/clips/s0001/president_trump_hosts_farmers_at_the_b325a2/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f52d99979f0560a9292ad4293e02f620a74981be205843e7c830d699ff555de
+size 487178
diff --git a/clips/s0001/president_trump_participates_in_a_st_52af37__c03/audio.opus b/clips/s0001/president_trump_participates_in_a_st_52af37__c03/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..7375cc939c8b8a318ebc2c6f23f8baca6f66d29e
--- /dev/null
+++ b/clips/s0001/president_trump_participates_in_a_st_52af37__c03/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:feae413c46e412e68c17188a43b8b109ede1f3f11653656b12565bb74efbe49b
+size 1884793
diff --git a/clips/s0001/president_trump_participates_in_a_st_52af37__c03/meta.json b/clips/s0001/president_trump_participates_in_a_st_52af37__c03/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..77601d60af0e1a69d2e2422cf9834461fcc36773
--- /dev/null
+++ b/clips/s0001/president_trump_participates_in_a_st_52af37__c03/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\president_trump_participates_in_a_st_52af37\\president_trump_participates_in_a_st_52af37__c03.mp4",
+ "source_url": "https://www.youtube.com/watch?v=ouyAQzM1D4w",
+ "source_file_url": "https://www.youtube.com/watch?v=ouyAQzM1D4w",
+ "title": "President Trump Participates in a State Banquet with the President of the People's Republic of China",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "The White House",
+  "channel_url": "https://www.youtube.com/@WhiteHouse/videos",
+  "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "The White House",
+  "uploader_id": "@WhiteHouse",
+  "upload_date": "20260514",
+  "webpage_url": "https://www.youtube.com/watch?v=ouyAQzM1D4w"
+ },
+ "artist": "The White House",
+ "rate_hz": 30.0,
+ "subject": "c4ddfd8add",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   8.423746006716716,
+   -11.794841186328473,
+   5.173890571921553
+  ],
+  "head_trans_mm": [
+   -851.4381202491554,
+   -64.2092438790093,
+   232.2036949990094
+  ],
+  "n_frames": 11349,
+  "seconds": 0.0,
+  "torso_deg": [
+   23.4778799517922,
+   0.9144992092006411,
+   4.3740856200757
+  ],
+  "face_raw": {
+   "gaze_yaw": 1.4218986500054598,
+   "gaze_pitch": -15.237491636071354,
+   "brow_l_signed": 0.07682904903776944,
+   "brow_r_signed": -0.05189222106128,
+   "eye_open_l": 0.4658384323120117,
+   "eye_open_r": 0.3580058813095093,
+   "mouth_open": 0.03509964048862457,
+   "smile": 0.00017273323464905843
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 14105,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 14105,
+  "n_frames": 14119,
+  "face_valid_frac": 0.8056519583539911,
+  "torso_valid_frac": 0.9876761810326511,
+  "arm_valid_frac": 0.782350024789291,
+  "hips_visible_frac": 0.9126430164783766,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 8.109132278536487,
+  "head_yaw_p05_p95": [
+   -7.968937492370605,
+   11.974196720123288
+  ],
+  "head_pitch_std": 6.586334703521263,
+  "head_pitch_p05_p95": [
+   -7.206020736694335,
+   14.600627422332762
+  ],
+  "head_roll_std": 5.170733145816874,
+  "head_roll_p05_p95": [
+   -11.513185787200927,
+   5.048429107666014
+  ],
+  "head_x_std": 33.14458136884294,
+  "head_x_p05_p95": [
+   -28.27585468292236,
+   28.747048950195307
+  ],
+  "head_y_std": 34.264427501622684,
+  "head_y_p05_p95": [
+   -29.59405174255371,
+   38.559458160400375
+  ],
+  "head_z_std": 35.20499984496754,
+  "head_z_p05_p95": [
+   -28.002525520324706,
+   59.88373413085935
+  ],
+  "gaze_yaw_std": 4.680389077944657,
+  "gaze_yaw_p05_p95": [
+   -8.63450870513916,
+   6.116211509704584
+  ],
+  "mouth_open_std": 0.10273097170430884,
+  "mouth_open_p05_p95": [
+   0.0029424200998619202,
+   0.2982163190841674
+  ],
+  "speaking_frac": 0.7634393370635314
+ },
+ "captured_at": "2026-08-27T14:30:21",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:ouyAQzM1D4w",
+  "source_kind": "usgov",
+  "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "channel_name": "The White House",
+  "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ",
+  "series": "usgov_other",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 3,
+  "chunk_start_s": 937.7,
+  "chunk_len_s": 468.8,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.812,
+   "frac_multi": 0.062,
+   "frac_none": 0.125,
+   "median_face_w": 0.085
+  },
+  "category": "The White House",
+  "worker": "w15"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/president_trump_participates_in_a_st_52af37__c03/motion.parquet b/clips/s0001/president_trump_participates_in_a_st_52af37__c03/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b80d65c04f7c846021ef4f129c20a78f95c2bf88
--- /dev/null
+++ b/clips/s0001/president_trump_participates_in_a_st_52af37__c03/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:777e1788e7bcd58a194c000271ffb7e016e4ce67f138e4f9775b3fc3a2bfdec2
+size 1590467
diff --git a/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c01/audio.opus b/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c01/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..0edec39bef45199669a9fda4b3f9991f481f8961
--- /dev/null
+++ b/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c01/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f8b66bef8320a4438ebb38b7609ba2978a073d7916546a072918fbdb73ba5a0
+size 1880570
diff --git a/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c01/meta.json b/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c01/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d1c0287770bb5b56c4bffec47967eb93173a64c
--- /dev/null
+++ b/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c01/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\secretary_rubio_after_tour_of_civil_3c123c\\secretary_rubio_after_tour_of_civil_3c123c__c01.mp4",
+ "source_url": "https://www.youtube.com/watch?v=Mc4tVC4HwWo",
+ "source_file_url": "https://www.youtube.com/watch?v=Mc4tVC4HwWo",
+ "title": "Secretary Rubio After Tour of Civil-Military Coordination Center",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20251024",
+  "webpage_url": "https://www.youtube.com/watch?v=Mc4tVC4HwWo"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "628f284a2d",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -10.7446601907094,
+   0.19922669422749914,
+   8.002427569052209
+  ],
+  "head_trans_mm": [
+   -501.3439272527825,
+   55.9899773148937,
+   84.31134591332909
+  ],
+  "n_frames": 11183,
+  "seconds": 0.0,
+  "torso_deg": [
+   11.865068373665238,
+   -0.3183266006153603,
+   -6.89500208769487
+  ],
+  "face_raw": {
+   "gaze_yaw": 6.260639391839504,
+   "gaze_pitch": -3.5284484922885895,
+   "brow_l_signed": -0.1388570384006016,
+   "brow_r_signed": -0.29232342838076875,
+   "eye_open_l": 0.8837604150176048,
+   "eye_open_r": 0.8949001058936119,
+   "mouth_open": 0.004059284925460815,
+   "smile": 0.0048011369071900845
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 23.976023976023978,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 11197,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 11197,
+  "n_frames": 14012,
+  "face_valid_frac": 0.9987153868113046,
+  "torso_valid_frac": 0.9987153868113046,
+  "arm_valid_frac": 0.007636311732800456,
+  "hips_visible_frac": 0.0011623748211731044,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 22.53819948360004,
+  "head_yaw_p05_p95": [
+   -24.957676506042482,
+   40.25078678131103
+  ],
+  "head_pitch_std": 4.792983860426551,
+  "head_pitch_p05_p95": [
+   -8.785283088684082,
+   4.8642588853836
+  ],
+  "head_roll_std": 2.543375442457854,
+  "head_roll_p05_p95": [
+   -3.857926774024963,
+   4.122137260437003
+  ],
+  "head_x_std": 13.880829589947771,
+  "head_x_p05_p95": [
+   -8.272927045822144,
+   8.942311191558838
+  ],
+  "head_y_std": 33.15428246803222,
+  "head_y_p05_p95": [
+   -51.09694290161133,
+   39.39881629943847
+  ],
+  "head_z_std": 10.995870862403198,
+  "head_z_p05_p95": [
+   -18.13040962219238,
+   8.731441116333006
+  ],
+  "gaze_yaw_std": 6.9104786110895216,
+  "gaze_yaw_p05_p95": [
+   -10.954264307022093,
+   11.80673170089721
+  ],
+  "mouth_open_std": 0.034669335426970524,
+  "mouth_open_p05_p95": [
+   0.00043611716828309,
+   0.0850267399102449
+  ],
+  "speaking_frac": 0.9491150442477876
+ },
+ "captured_at": "2026-08-27T14:24:21",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:Mc4tVC4HwWo",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "usgov_other",
+  "language": "en-US",
+  "lang_evidence": "info-json language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 466.9,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.625,
+   "frac_multi": 0.375,
+   "frac_none": 0.0,
+   "median_face_w": 0.142
+  },
+  "category": "U.S. Department of State",
+  "worker": "w06"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c01/motion.parquet b/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c01/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..86be7262345575b2a2c411b932326f0095f3ef31
--- /dev/null
+++ b/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c01/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f46ca7c1c6710dec217405a8530c66c2363025968918065712597382a9cdecff
+size 1508640
diff --git a/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c03/audio.opus b/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c03/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..f014e75b307a20ac5d5b1200046e65c790e8b5f1
--- /dev/null
+++ b/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c03/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8276df86e8d66b81da212fd0e6f103a07769893b21175ffed19e8f6d180bad69
+size 1905633
diff --git a/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c03/meta.json b/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c03/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f4cbe9b91c2db9466efffc7771a9d6a03171219
--- /dev/null
+++ b/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c03/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\secretary_rubio_after_tour_of_civil_3c123c\\secretary_rubio_after_tour_of_civil_3c123c__c03.mp4",
+ "source_url": "https://www.youtube.com/watch?v=Mc4tVC4HwWo",
+ "source_file_url": "https://www.youtube.com/watch?v=Mc4tVC4HwWo",
+ "title": "Secretary Rubio After Tour of Civil-Military Coordination Center",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20251024",
+  "webpage_url": "https://www.youtube.com/watch?v=Mc4tVC4HwWo"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "2d04b91037",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   15.487570737451348,
+   -0.1520736333911892,
+   7.43843445097372
+  ],
+  "head_trans_mm": [
+   -492.44522689224834,
+   32.25556649898032,
+   78.94675025524262
+  ],
+  "n_frames": 11283,
+  "seconds": 0.0,
+  "torso_deg": [
+   15.121026204427,
+   -1.5679274545598467,
+   6.241806618265956
+  ],
+  "face_raw": {
+   "gaze_yaw": 2.3146387562155724,
+   "gaze_pitch": -3.3868928998708725,
+   "brow_l_signed": -0.1757351994747296,
+   "brow_r_signed": -0.394556354789529,
+   "eye_open_l": 0.886975385248661,
+   "eye_open_r": 0.8725198209285736,
+   "mouth_open": 0.007174793630838394,
+   "smile": 0.0025787913473322988
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 23.976023976023978,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 11312,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 11312,
+  "n_frames": 14153,
+  "face_valid_frac": 0.9977389952660214,
+  "torso_valid_frac": 0.9990108104288843,
+  "arm_valid_frac": 0.01780541228008196,
+  "hips_visible_frac": 0.0,
+  "face_crop_frac": 0.7950013294336613,
+  "head_yaw_std": 17.65744330057185,
+  "head_yaw_p05_p95": [
+   -42.27803421020508,
+   13.089430809020996
+  ],
+  "head_pitch_std": 4.861046611171767,
+  "head_pitch_p05_p95": [
+   -7.686306953430176,
+   8.89718246459961
+  ],
+  "head_roll_std": 2.9874791704988293,
+  "head_roll_p05_p95": [
+   -5.393622398376465,
+   4.563302040100098
+  ],
+  "head_x_std": 8.357022334895161,
+  "head_x_p05_p95": [
+   -9.754250526428223,
+   13.532854080200195
+  ],
+  "head_y_std": 34.123349732282776,
+  "head_y_p05_p95": [
+   -41.50556182861328,
+   56.026084899902344
+  ],
+  "head_z_std": 8.353086360906294,
+  "head_z_p05_p95": [
+   -15.629637718200684,
+   11.878439903259277
+  ],
+  "gaze_yaw_std": 7.606719024242766,
+  "gaze_yaw_p05_p95": [
+   -12.172708511352539,
+   13.656204223632812
+  ],
+  "mouth_open_std": 0.03886479159399972,
+  "mouth_open_p05_p95": [
+   0.00103382405359298,
+   0.10035374760627747
+  ],
+  "speaking_frac": 0.9299795096445983
+ },
+ "captured_at": "2026-08-27T14:28:03",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:Mc4tVC4HwWo",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "usgov_other",
+  "language": "en-US",
+  "lang_evidence": "info-json language",
+  "chunk": 3,
+  "chunk_start_s": 933.9,
+  "chunk_len_s": 466.9,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.625,
+   "frac_multi": 0.375,
+   "frac_none": 0.0,
+   "median_face_w": 0.141
+  },
+  "category": "U.S. Department of State",
+  "worker": "w06"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c03/motion.parquet b/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c03/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e01e8885c7efa9414daee06f5496cd3b921df2c0
--- /dev/null
+++ b/clips/s0001/secretary_rubio_after_tour_of_civil_3c123c__c03/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85f42e4e3844c268bd4c825e8e87b43af31f0c32e373f541324ff9e88e072560
+size 1527019
diff --git a/clips/s0001/secretary_rubio_delivers_message_for_88b87d/audio.opus b/clips/s0001/secretary_rubio_delivers_message_for_88b87d/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..d794c91f0d5accd5a9d60b0f17304c69138ed980
--- /dev/null
+++ b/clips/s0001/secretary_rubio_delivers_message_for_88b87d/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:493002eb0d326f8a2e488c12fc62270f080232d8a2892042d1d1aa32060b0561
+size 709903
diff --git a/clips/s0001/secretary_rubio_delivers_message_for_88b87d/meta.json b/clips/s0001/secretary_rubio_delivers_message_for_88b87d/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f779e07fc4c066096a4ecc33624b7528d93441b
--- /dev/null
+++ b/clips/s0001/secretary_rubio_delivers_message_for_88b87d/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\secretary_rubio_delivers_message_for_88b87d\\source.mp4",
+ "source_url": "https://www.youtube.com/watch?v=Vma0_FUKB7o",
+ "source_file_url": "https://www.youtube.com/watch?v=Vma0_FUKB7o",
+ "title": "Secretary Rubio Delivers Message for July 4, 2025",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20250703",
+  "webpage_url": "https://www.youtube.com/watch?v=Vma0_FUKB7o"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "c8e1e91ebb",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -0.8060954720177135,
+   -5.802560085736635,
+   1.586835434789472
+  ],
+  "head_trans_mm": [
+   -477.5838851928711,
+   7.521815896034241,
+   57.532501220703125
+  ],
+  "n_frames": 4251,
+  "seconds": 0.0,
+  "torso_deg": [
+   17.39513077269724,
+   1.9118226309166555,
+   -3.257927625858712
+  ],
+  "face_raw": {
+   "gaze_yaw": 3.253490226343274,
+   "gaze_pitch": -2.222210317850113,
+   "brow_l_signed": -0.01596441154833883,
+   "brow_r_signed": -0.20255689334589988,
+   "eye_open_l": 0.8218101859092712,
+   "eye_open_r": 0.8292470276355743,
+   "mouth_open": 0.021897820755839348,
+   "smile": 0.003151007927954197
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 23.976023976023978,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 4251,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 4251,
+  "n_frames": 5318,
+  "face_valid_frac": 1.0,
+  "torso_valid_frac": 1.0,
+  "arm_valid_frac": 0.0,
+  "hips_visible_frac": 0.0,
+  "face_crop_frac": 0.0,
+  "head_yaw_std": 4.548390689141927,
+  "head_yaw_p05_p95": [
+   -6.566000843048095,
+   8.502127599716182
+  ],
+  "head_pitch_std": 2.740870441940067,
+  "head_pitch_p05_p95": [
+   -4.2603680133819575,
+   4.74323935508728
+  ],
+  "head_roll_std": 4.610700597121488,
+  "head_roll_p05_p95": [
+   -3.80152713060379,
+   8.981267499923707
+  ],
+  "head_x_std": 3.1847347148680516,
+  "head_x_p05_p95": [
+   -5.028757190704345,
+   5.089537215232847
+  ],
+  "head_y_std": 9.941356167485345,
+  "head_y_p05_p95": [
+   -20.307302284240723,
+   12.518630027770996
+  ],
+  "head_z_std": 5.9319006041908455,
+  "head_z_p05_p95": [
+   -8.56722025871277,
+   11.868523359298692
+  ],
+  "gaze_yaw_std": 4.478283872211201,
+  "gaze_yaw_p05_p95": [
+   -7.6027517080307,
+   6.951383852958677
+  ],
+  "mouth_open_std": 0.06232261920691448,
+  "mouth_open_p05_p95": [
+   0.003078127163462341,
+   0.18391879945993386
+  ],
+  "speaking_frac": 0.7989845806694246
+ },
+ "captured_at": "2026-08-27T14:24:30",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:Vma0_FUKB7o",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "usgov_other",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 177.4,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 1.0,
+   "frac_multi": 0.0,
+   "frac_none": 0.0,
+   "median_face_w": 0.143
+  },
+  "category": "U.S. Department of State",
+  "worker": "w09"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/secretary_rubio_delivers_message_for_88b87d/motion.parquet b/clips/s0001/secretary_rubio_delivers_message_for_88b87d/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..5a576034282277f485088b4d1f55810c8c94a814
--- /dev/null
+++ b/clips/s0001/secretary_rubio_delivers_message_for_88b87d/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9898273b1f77043fde23171db1d9e6933b3373ffb70968d0a7abacdb2cf005c6
+size 572917
diff --git a/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c02/audio.opus b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c02/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..2567c45cc2084a0a33a3869a22d6df48fd317016
--- /dev/null
+++ b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c02/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:027beefb6e98614a7fc4194055aa2cae227ff9978ab974b7958ddb6e0404a234
+size 2099068
diff --git a/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c02/meta.json b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c02/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..57d6fde1ea3981573deab053da692afc0cb185b8
--- /dev/null
+++ b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c02/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\secretary_rubio_holds_a_joint_press_c5fea8\\secretary_rubio_holds_a_joint_press_c5fea8__c02.mp4",
+ "source_url": "https://www.youtube.com/watch?v=GuD15g74b3o",
+ "source_file_url": "https://www.youtube.com/watch?v=GuD15g74b3o",
+ "title": "Secretary Rubio Holds a Joint Press Availability with Hungarian Prime Minister Viktor Orban",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20260216",
+  "webpage_url": "https://www.youtube.com/watch?v=GuD15g74b3o"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "a1965c3f87",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -6.773012087967489,
+   -2.793116527361435,
+   3.960892897126401
+  ],
+  "head_trans_mm": [
+   -665.2391359476854,
+   18.815479889214892,
+   182.41790020745825
+  ],
+  "n_frames": 11710,
+  "seconds": 0.0,
+  "torso_deg": [
+   6.854981639973866,
+   1.8612892452128582,
+   -3.5960665933851357
+  ],
+  "face_raw": {
+   "gaze_yaw": 3.454673937521875,
+   "gaze_pitch": -9.777883638162166,
+   "brow_l_signed": -0.028782757581211627,
+   "brow_r_signed": -0.12734545423882082,
+   "eye_open_l": 0.6079472899436951,
+   "eye_open_r": 0.6664395332336426,
+   "mouth_open": 0.003867929452098906,
+   "smile": 0.002224514784757048
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 25.0,
+ "src_size": [
+  640,
+  360
+ ],
+ "n_src_frames": 13001,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 13001,
+  "n_frames": 15602,
+  "face_valid_frac": 0.9024484040507628,
+  "torso_valid_frac": 0.953403409819254,
+  "arm_valid_frac": 0.5960133316241507,
+  "hips_visible_frac": 0.2594118597511714,
+  "face_crop_frac": 0.9689154568744662,
+  "head_yaw_std": 21.484394316979166,
+  "head_yaw_p05_p95": [
+   -34.2167251586914,
+   33.35683135986327
+  ],
+  "head_pitch_std": 5.804128141015105,
+  "head_pitch_p05_p95": [
+   -10.620062828063965,
+   7.139975118637083
+  ],
+  "head_roll_std": 4.6251089759886534,
+  "head_roll_p05_p95": [
+   -8.903100967407227,
+   5.22951385974884
+  ],
+  "head_x_std": 108.85286421695365,
+  "head_x_p05_p95": [
+   -150.0,
+   150.0
+  ],
+  "head_y_std": 84.73164168254075,
+  "head_y_p05_p95": [
+   -150.0,
+   150.0
+  ],
+  "head_z_std": 73.60614538178972,
+  "head_z_p05_p95": [
+   -90.64977912902832,
+   150.0
+  ],
+  "gaze_yaw_std": 6.5923869516721,
+  "gaze_yaw_p05_p95": [
+   -11.863619995117187,
+   10.362590312957762
+  ],
+  "mouth_open_std": 0.026481331786235927,
+  "mouth_open_p05_p95": [
+   0.0002834809580235743,
+   0.058291078358888616
+  ],
+  "speaking_frac": 0.9156518395077554
+ },
+ "captured_at": "2026-08-27T14:24:45",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:GuD15g74b3o",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 2,
+  "chunk_start_s": 518.8,
+  "chunk_len_s": 518.8,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.75,
+   "frac_multi": 0.25,
+   "frac_none": 0.0,
+   "median_face_w": 0.118
+  },
+  "category": "U.S. Department of State",
+  "worker": "w02"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c02/motion.parquet b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c02/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b19a3bf27f59459ac69ca995876bef5908a2e82a
--- /dev/null
+++ b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c02/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:399a0fb9979e34af05300be3bb7ec687fdeb2a80d753c03cc6690f0e16fc948b
+size 1762268
diff --git a/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c03/audio.opus b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c03/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..b33f60208141d7e0be3d43d541376b2f9b6abba3
--- /dev/null
+++ b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c03/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6dccf07a7f1971e53d5ca10cd0d7fccca420b9dde98ed91c89ecc40b607223af
+size 2092859
diff --git a/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c03/meta.json b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c03/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..6640963af5c771b61cbbb7329f5370df06b3831d
--- /dev/null
+++ b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c03/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\secretary_rubio_holds_a_joint_press_c5fea8\\secretary_rubio_holds_a_joint_press_c5fea8__c03.mp4",
+ "source_url": "https://www.youtube.com/watch?v=GuD15g74b3o",
+ "source_file_url": "https://www.youtube.com/watch?v=GuD15g74b3o",
+ "title": "Secretary Rubio Holds a Joint Press Availability with Hungarian Prime Minister Viktor Orban",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20260216",
+  "webpage_url": "https://www.youtube.com/watch?v=GuD15g74b3o"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "38d07eda5e",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -16.444428331573576,
+   -5.353072482360524,
+   3.7492511684890637
+  ],
+  "head_trans_mm": [
+   -577.5718623331796,
+   -7.988771307516072,
+   145.02010081588003
+  ],
+  "n_frames": 11766,
+  "seconds": 0.0,
+  "torso_deg": [
+   7.967121223363301,
+   2.6535627684170313,
+   -15.884349544872006
+  ],
+  "face_raw": {
+   "gaze_yaw": 5.370785454288125,
+   "gaze_pitch": -7.166130281984806,
+   "brow_l_signed": -0.04272915027104318,
+   "brow_r_signed": -0.11542605006252415,
+   "eye_open_l": 0.6771627217531204,
+   "eye_open_r": 0.7926837727427483,
+   "mouth_open": 0.0024934897664934397,
+   "smile": 0.005315546353813261
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 25.0,
+ "src_size": [
+  640,
+  360
+ ],
+ "n_src_frames": 13061,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 13061,
+  "n_frames": 15673,
+  "face_valid_frac": 0.9016142410514898,
+  "torso_valid_frac": 0.9605691316276399,
+  "arm_valid_frac": 0.7959548267721559,
+  "hips_visible_frac": 0.3387702886383625,
+  "face_crop_frac": 0.9597144314125446,
+  "head_yaw_std": 20.261337802462272,
+  "head_yaw_p05_p95": [
+   -22.968127250671387,
+   36.775869369506836
+  ],
+  "head_pitch_std": 6.895904181588473,
+  "head_pitch_p05_p95": [
+   -10.955325603485107,
+   12.159712791442871
+  ],
+  "head_roll_std": 7.8584778357938925,
+  "head_roll_p05_p95": [
+   -21.942862510681152,
+   5.959662437438965
+  ],
+  "head_x_std": 73.3549601248258,
+  "head_x_p05_p95": [
+   -150.0,
+   20.428215980529785
+  ],
+  "head_y_std": 94.82308449826432,
+  "head_y_p05_p95": [
+   -150.0,
+   150.0
+  ],
+  "head_z_std": 80.89595726479044,
+  "head_z_p05_p95": [
+   -150.0,
+   150.0
+  ],
+  "gaze_yaw_std": 6.88137067255357,
+  "gaze_yaw_p05_p95": [
+   -10.869914054870605,
+   12.135316848754883
+  ],
+  "mouth_open_std": 0.030006035630469188,
+  "mouth_open_p05_p95": [
+   0.0002626569039421156,
+   0.06624880060553551
+  ],
+  "speaking_frac": 0.9023160849869202
+ },
+ "captured_at": "2026-08-27T14:28:56",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:GuD15g74b3o",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 3,
+  "chunk_start_s": 1037.5,
+  "chunk_len_s": 518.8,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.688,
+   "frac_multi": 0.312,
+   "frac_none": 0.0,
+   "median_face_w": 0.126
+  },
+  "category": "U.S. Department of State",
+  "worker": "w02"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c03/motion.parquet b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c03/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..afbd86d92d695b4d04696b360c4a7c5ae5770fda
--- /dev/null
+++ b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c03/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45a3ca8ceb58c9fc48cd2082c2ecf245e63009f558bd470a537025bc60878876
+size 1871786
diff --git a/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c04/audio.opus b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c04/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..b5bd4bfe17ae2d65be58450af3c0ab68d9140066
--- /dev/null
+++ b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c04/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83d665fa537b900072630d5a30bdb4c02daeeb32227cc5996e8d0823d7476f20
+size 2098795
diff --git a/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c04/meta.json b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c04/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..091c178ce2b0d8178e47230f86e14fa7aa066bcd
--- /dev/null
+++ b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c04/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\secretary_rubio_holds_a_joint_press_c5fea8\\secretary_rubio_holds_a_joint_press_c5fea8__c04.mp4",
+ "source_url": "https://www.youtube.com/watch?v=GuD15g74b3o",
+ "source_file_url": "https://www.youtube.com/watch?v=GuD15g74b3o",
+ "title": "Secretary Rubio Holds a Joint Press Availability with Hungarian Prime Minister Viktor Orban",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20260216",
+  "webpage_url": "https://www.youtube.com/watch?v=GuD15g74b3o"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "720904cadc",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -10.462764845156464,
+   -4.707521266120577,
+   1.4960579324560814
+  ],
+  "head_trans_mm": [
+   -599.6774259721485,
+   69.06187034294797,
+   142.36132735584948
+  ],
+  "n_frames": 11608,
+  "seconds": 0.0,
+  "torso_deg": [
+   8.195104082955291,
+   2.593152995921186,
+   -3.081349693454285
+  ],
+  "face_raw": {
+   "gaze_yaw": 4.486767025664449,
+   "gaze_pitch": -10.47665529884398,
+   "brow_l_signed": -0.028813744895160198,
+   "brow_r_signed": -0.03580820153001696,
+   "eye_open_l": 0.5205629914999008,
+   "eye_open_r": 0.669831320643425,
+   "mouth_open": 0.0025664608692750335,
+   "smile": 0.003862864337861538
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 25.0,
+ "src_size": [
+  640,
+  360
+ ],
+ "n_src_frames": 13045,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 13045,
+  "n_frames": 15653,
+  "face_valid_frac": 0.8912668498051491,
+  "torso_valid_frac": 0.962371430396729,
+  "arm_valid_frac": 0.5566345109563662,
+  "hips_visible_frac": 0.30784579774922183,
+  "face_crop_frac": 0.9881116471399035,
+  "head_yaw_std": 19.718540955418575,
+  "head_yaw_p05_p95": [
+   -29.567044258117676,
+   36.949073791503906
+  ],
+  "head_pitch_std": 7.55958631057131,
+  "head_pitch_p05_p95": [
+   -16.863892555236816,
+   9.163156032562256
+  ],
+  "head_roll_std": 5.655682049694145,
+  "head_roll_p05_p95": [
+   -7.481258153915405,
+   8.298913955688477
+  ],
+  "head_x_std": 88.05809341282186,
+  "head_x_p05_p95": [
+   -150.0,
+   124.654541015625
+  ],
+  "head_y_std": 95.81481888941498,
+  "head_y_p05_p95": [
+   -150.0,
+   150.0
+  ],
+  "head_z_std": 76.21246079120738,
+  "head_z_p05_p95": [
+   -62.602386474609375,
+   150.0
+  ],
+  "gaze_yaw_std": 6.881508739414303,
+  "gaze_yaw_p05_p95": [
+   -12.063118934631348,
+   10.975154399871826
+  ],
+  "mouth_open_std": 0.033124622184351825,
+  "mouth_open_p05_p95": [
+   0.0002844076952897012,
+   0.06440526992082596
+  ],
+  "speaking_frac": 0.8636683063949403
+ },
+ "captured_at": "2026-08-27T14:32:58",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:GuD15g74b3o",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 4,
+  "chunk_start_s": 1556.3,
+  "chunk_len_s": 518.8,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.75,
+   "frac_multi": 0.25,
+   "frac_none": 0.0,
+   "median_face_w": 0.128
+  },
+  "category": "U.S. Department of State",
+  "worker": "w02"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c04/motion.parquet b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c04/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..6fccf656e8469f18714eca906d962f8a7b9fa685
--- /dev/null
+++ b/clips/s0001/secretary_rubio_holds_a_joint_press_c5fea8__c04/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92922413996516f5532566c3a23add79c6ec932055a34480952c28490ef487d7
+size 1756165
diff --git a/clips/s0001/secretary_rubio_remarks_to_press_8de17b/audio.opus b/clips/s0001/secretary_rubio_remarks_to_press_8de17b/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..66b9adbc501c6b5d9977f74a1344c050201be3a7
--- /dev/null
+++ b/clips/s0001/secretary_rubio_remarks_to_press_8de17b/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1fd8cdccc277232ebf52ddb99c0a2a5658da6473129be991e7ae41f58184343
+size 2016259
diff --git a/clips/s0001/secretary_rubio_remarks_to_press_8de17b/meta.json b/clips/s0001/secretary_rubio_remarks_to_press_8de17b/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed6a6cd36ccdc8dd92ca3cd503155502160e8c67
--- /dev/null
+++ b/clips/s0001/secretary_rubio_remarks_to_press_8de17b/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\secretary_rubio_remarks_to_press_8de17b\\source.mp4",
+ "source_url": "https://www.youtube.com/watch?v=bKntPzjER8s",
+ "source_file_url": "https://www.youtube.com/watch?v=bKntPzjER8s",
+ "title": "Secretary Rubio Remarks to Press",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20251124",
+  "webpage_url": "https://www.youtube.com/watch?v=bKntPzjER8s"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "c8e1e91ebb",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   -21.714679799946126,
+   -3.1330784747615463,
+   7.185937301280493
+  ],
+  "head_trans_mm": [
+   -806.2184562849686,
+   27.16549628346103,
+   242.14595000712006
+  ],
+  "n_frames": 12362,
+  "seconds": 0.0,
+  "torso_deg": [
+   9.169846110669505,
+   0.019984604529533358,
+   -14.361129245640045
+  ],
+  "face_raw": {
+   "gaze_yaw": 3.105290927924216,
+   "gaze_pitch": -4.204158615320921,
+   "brow_l_signed": -0.048347666626796126,
+   "brow_r_signed": -0.14276323636295274,
+   "eye_open_l": 0.8379694446921349,
+   "eye_open_r": 0.9182680547237396,
+   "mouth_open": 0.002753344364464283,
+   "smile": 0.009605181403458118
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 25.0,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 12474,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 12474,
+  "n_frames": 14968,
+  "face_valid_frac": 0.9919160876536611,
+  "torso_valid_frac": 0.9977284874398717,
+  "arm_valid_frac": 0.8840192410475681,
+  "hips_visible_frac": 0.9927681799919646,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 26.220657871605713,
+  "head_yaw_p05_p95": [
+   -43.65546569824219,
+   46.245845413208
+  ],
+  "head_pitch_std": 5.183853286418272,
+  "head_pitch_p05_p95": [
+   -10.167542457580566,
+   5.9009347438812165
+  ],
+  "head_roll_std": 2.772473691719858,
+  "head_roll_p05_p95": [
+   -4.608933115005493,
+   4.489095401763899
+  ],
+  "head_x_std": 18.271626450643616,
+  "head_x_p05_p95": [
+   -22.304335021972655,
+   32.53721313476562
+  ],
+  "head_y_std": 68.73198858115586,
+  "head_y_p05_p95": [
+   -150.0,
+   77.565616607666
+  ],
+  "head_z_std": 14.797357821320118,
+  "head_z_p05_p95": [
+   -21.596836280822753,
+   16.022994041442868
+  ],
+  "gaze_yaw_std": 5.850096401956343,
+  "gaze_yaw_p05_p95": [
+   -8.604945373535156,
+   10.637249851226803
+  ],
+  "mouth_open_std": 0.039503504081983325,
+  "mouth_open_p05_p95": [
+   1.6638448505545968e-05,
+   0.10236692130565625
+  ],
+  "speaking_frac": 0.9793559593800107
+ },
+ "captured_at": "2026-08-27T14:24:43",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:bKntPzjER8s",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "briefing",
+  "language": "en",
+  "lang_evidence": "query language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 499.0,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 1.0,
+   "frac_multi": 0.0,
+   "frac_none": 0.0,
+   "median_face_w": 0.088
+  },
+  "category": "U.S. Department of State",
+  "worker": "w03"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/secretary_rubio_remarks_to_press_8de17b/motion.parquet b/clips/s0001/secretary_rubio_remarks_to_press_8de17b/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..74c5545827dd4a206e127639e6503654d27e055c
--- /dev/null
+++ b/clips/s0001/secretary_rubio_remarks_to_press_8de17b/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:042d4e0807555e0d56052295ec6587b0ea5c271ec7e9841f3e68b24fc8f57c66
+size 2013660
diff --git a/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c01/audio.opus b/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c01/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..cea9ad3cdc9543db61c5549db40b1f6e64098d5d
--- /dev/null
+++ b/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c01/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80b6da5edee516e9e58d3eb85220ad7ce87f281be2d56de4bc38329c2c6f8658
+size 1283757
diff --git a/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c01/meta.json b/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c01/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0943b5f89328f8eff6b44c34401b94d92b78248
--- /dev/null
+++ b/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c01/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\secretary_rubio_s_remarks_to_the_pre_767734\\secretary_rubio_s_remarks_to_the_pre_767734__c01.mp4",
+ "source_url": "https://www.youtube.com/watch?v=H3O0wI7XjD4",
+ "source_file_url": "https://www.youtube.com/watch?v=H3O0wI7XjD4",
+ "title": "Secretary Rubio's Remarks to the Press in Kuwait",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20260624",
+  "webpage_url": "https://www.youtube.com/watch?v=H3O0wI7XjD4"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "b8e2ff182d",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   0.6476883491229836,
+   -7.228665344323008,
+   6.5479606756788264
+  ],
+  "head_trans_mm": [
+   -552.5311617392493,
+   42.83375893781198,
+   99.42070088306501
+  ],
+  "n_frames": 10395,
+  "seconds": 0.0,
+  "torso_deg": [
+   11.267408233658776,
+   0.7193838946952008,
+   -4.712541139224715
+  ],
+  "face_raw": {
+   "gaze_yaw": 2.639616932719946,
+   "gaze_pitch": -7.320454120635986,
+   "brow_l_signed": -0.06577065339661203,
+   "brow_r_signed": -0.46310768580588046,
+   "eye_open_l": 0.6841874122619629,
+   "eye_open_r": 0.735263854265213,
+   "mouth_open": 0.004150197841227055,
+   "smile": 0.0022076222812756896
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 10486,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 10486,
+  "n_frames": 10496,
+  "face_valid_frac": 0.9939977134146342,
+  "torso_valid_frac": 0.9998094512195121,
+  "arm_valid_frac": 0.4415967987804878,
+  "hips_visible_frac": 0.006301919220853624,
+  "face_crop_frac": 1.0,
+  "head_yaw_std": 30.2169125362495,
+  "head_yaw_p05_p95": [
+   -58.93399429321289,
+   37.209822845458966
+  ],
+  "head_pitch_std": 5.09828133343282,
+  "head_pitch_p05_p95": [
+   -8.148856925964356,
+   8.128981781005859
+  ],
+  "head_roll_std": 4.053973654827026,
+  "head_roll_p05_p95": [
+   -4.681343746185303,
+   8.316875648498534
+  ],
+  "head_x_std": 61.64990846321897,
+  "head_x_p05_p95": [
+   -150.0,
+   26.531589889526362
+  ],
+  "head_y_std": 39.775200070528506,
+  "head_y_p05_p95": [
+   -62.86680221557617,
+   64.04941253662106
+  ],
+  "head_z_std": 19.047557814902373,
+  "head_z_p05_p95": [
+   -42.12047424316406,
+   13.540126037597656
+  ],
+  "gaze_yaw_std": 6.096121740398117,
+  "gaze_yaw_p05_p95": [
+   -9.901352882385254,
+   9.696453857421874
+  ],
+  "mouth_open_std": 0.0315362587613707,
+  "mouth_open_p05_p95": [
+   5.012185356463306e-05,
+   0.07937316000461575
+  ],
+  "speaking_frac": 0.9530297256097561
+ },
+ "captured_at": "2026-08-27T14:24:07",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:H3O0wI7XjD4",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "briefing",
+  "language": "en-US",
+  "lang_evidence": "info-json language",
+  "chunk": 1,
+  "chunk_start_s": 0.0,
+  "chunk_len_s": 349.8,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.938,
+   "frac_multi": 0.062,
+   "frac_none": 0.0,
+   "median_face_w": 0.126
+  },
+  "category": "U.S. Department of State",
+  "worker": "w05"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c01/motion.parquet b/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c01/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ee487c82c013893bd399124926eb9e4a45830845
--- /dev/null
+++ b/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c01/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:156e1f9ac6018482c5da3825413ce7999bf8fdc5293ada6ccdcc9d104e246a5d
+size 1255027
diff --git a/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c02/audio.opus b/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c02/audio.opus
new file mode 100644
index 0000000000000000000000000000000000000000..762c88cf02ac36bb33a11254563f835a6a832b8f
--- /dev/null
+++ b/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c02/audio.opus
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a505e94320812755cba22b922a051125653b2b3e3e8fd99cda7373f4dc29f3d8
+size 1298149
diff --git a/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c02/meta.json b/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c02/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5a9b6553d7c81da6239e930a9959ff70c9e6075
--- /dev/null
+++ b/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c02/meta.json
@@ -0,0 +1,162 @@
+{
+ "source": "video",
+ "source_path": "C:\\harvest\\data\\raw\\secretary_rubio_s_remarks_to_the_pre_767734\\secretary_rubio_s_remarks_to_the_pre_767734__c02.mp4",
+ "source_url": "https://www.youtube.com/watch?v=H3O0wI7XjD4",
+ "source_file_url": "https://www.youtube.com/watch?v=H3O0wI7XjD4",
+ "title": "Secretary Rubio's Remarks to the Press in Kuwait",
+ "license": "Public Domain",
+ "license_evidence": {
+  "api": "yt-dlp info-json",
+  "basis": "PD-USGov",
+  "agency": "U.S. Department of State",
+  "channel_url": "https://www.youtube.com/@statedept/videos",
+  "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.",
+  "license": "NONE",
+  "channel": "U.S. Department of State",
+  "uploader_id": "@StateDept",
+  "upload_date": "20260624",
+  "webpage_url": "https://www.youtube.com/watch?v=H3O0wI7XjD4"
+ },
+ "artist": "U.S. Department of State",
+ "rate_hz": 30.0,
+ "subject": "c95b325826",
+ "arm": "right",
+ "neutral": {
+  "head_angles_deg": [
+   14.163928727248065,
+   -8.603858899350811,
+   7.212630248571959
+  ],
+  "head_trans_mm": [
+   -534.6566772460938,
+   61.84556007385254,
+   102.02167510986328
+  ],
+  "n_frames": 10263,
+  "seconds": 0.0,
+  "torso_deg": [
+   14.766112094649104,
+   1.5216652056726998,
+   7.103897399259706
+  ],
+  "face_raw": {
+   "gaze_yaw": 2.017461061477661,
+   "gaze_pitch": -7.345113977789879,
+   "brow_l_signed": -0.09221486499882303,
+   "brow_r_signed": -0.5933934893091646,
+   "eye_open_l": 0.7388103604316711,
+   "eye_open_r": 0.5850007236003876,
+   "mouth_open": 0.005568363703787327,
+   "smile": 0.002003761474043131
+  }
+ },
+ "tool_versions": {
+  "animacy": "0.1.0",
+  "python": "3.12.13",
+  "mediapipe": "1.0.1",
+  "cv2": "5.0.0",
+  "numpy": "2.5.2",
+  "scipy": "1.18.1",
+  "torch": "2.13.0+cpu"
+ },
+ "models": {
+  "face": "face_landmarker.task",
+  "pose": "pose_landmarker_lite.task",
+  "models_dir": "C:\\harvest\\data\\models"
+ },
+ "vad": "silero-vad 6.2.1",
+ "audio_backend": "ffmpeg (PATH)",
+ "src_fps": 29.97,
+ "src_size": [
+  854,
+  480
+ ],
+ "n_src_frames": 10496,
+ "smoothing": {
+  "kind": "zero-phase butterworth order 2 per contiguous valid run",
+  "cutoff_hz": 8.0
+ },
+ "sign_convention": "docs/CANONICAL.md; mapping derived in animacy/capture_math.py, verified on real video 2026-08-26",
+ "stats": {
+  "n_raw_samples": 10496,
+  "n_frames": 10506,
+  "face_valid_frac": 0.9802017894536456,
+  "torso_valid_frac": 1.0,
+  "arm_valid_frac": 0.060822387207310105,
+  "hips_visible_frac": 0.004668445121951219,
+  "face_crop_frac": 0.5617265906654975,
+  "head_yaw_std": 23.1383641902932,
+  "head_yaw_p05_p95": [
+   -36.92176494598389,
+   29.880265426635717
+  ],
+  "head_pitch_std": 4.657546180752204,
+  "head_pitch_p05_p95": [
+   -7.114589881896973,
+   7.5137362957000695
+  ],
+  "head_roll_std": 4.164808116282127,
+  "head_roll_p05_p95": [
+   -5.740225148200989,
+   6.956807541847227
+  ],
+  "head_x_std": 31.16802594081774,
+  "head_x_p05_p95": [
+   -56.69874267578124,
+   21.163083744049068
+  ],
+  "head_y_std": 39.831018615382376,
+  "head_y_p05_p95": [
+   -64.18542976379395,
+   55.011751747131335
+  ],
+  "head_z_std": 15.506615571078237,
+  "head_z_p05_p95": [
+   -14.73276309967041,
+   16.98565101623535
+  ],
+  "gaze_yaw_std": 6.166729056749957,
+  "gaze_yaw_p05_p95": [
+   -9.06629581451416,
+   10.554382753372192
+  ],
+  "mouth_open_std": 0.032102797936959394,
+  "mouth_open_p05_p95": [
+   0.0003580108110327274,
+   0.0805605623871088
+  ],
+  "speaking_frac": 0.9553588425661527
+ },
+ "captured_at": "2026-08-27T14:27:34",
+ "schema": "animacy.human.v1",
+ "harvest": {
+  "item_id": "yt:H3O0wI7XjD4",
+  "source_kind": "usgov",
+  "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A",
+  "channel_name": "U.S. Department of State",
+  "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A",
+  "series": "briefing",
+  "language": "en-US",
+  "lang_evidence": "info-json language",
+  "chunk": 2,
+  "chunk_start_s": 349.8,
+  "chunk_len_s": 349.8,
+  "prescreen": {
+   "ok": true,
+   "n": 16,
+   "frac_one_face": 0.938,
+   "frac_multi": 0.062,
+   "frac_none": 0.0,
+   "median_face_w": 0.13
+  },
+  "category": "U.S. Department of State",
+  "worker": "w05"
+ },
+ "audio": {
+  "file": "audio.opus",
+  "codec": "opus 32 kb/s mono, source 16 kHz",
+  "sr": 16000,
+  "restore": "ffmpeg -i audio.opus -ar 16000 -ac 1 audio.wav"
+ }
+}
\ No newline at end of file
diff --git a/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c02/motion.parquet b/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c02/motion.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ec0f7c88c77e7a527412e4530b8cc8f7ca4ef8d5
--- /dev/null
+++ b/clips/s0001/secretary_rubio_s_remarks_to_the_pre_767734__c02/motion.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1c1ba5ea32b826bc0f0cd699ba81bbf03510b87b9cad3ba87e83bb79ba9832a
+size 1136686
diff --git a/manifests/s0001.json b/manifests/s0001.json
new file mode 100644
index 0000000000000000000000000000000000000000..735e4467e16df1d05888ab85f28d6bc7bc67178b
--- /dev/null
+++ b/manifests/s0001.json
@@ -0,0 +1 @@
+{"shard": "s0001", "pushed_at": "2026-08-27T14:35:30", "clips": [{"name": "president_trump_gaggles_with_press_a_a0068d", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 296.3, "valid_s": 253.0, "face_valid": 0.854, "arm_valid": 0.009, "torso_valid": 1.0, "speaking": 0.915, "face_crop_frac": 1.0, "head_yaw_std": 8.59, "head_pitch_std": 3.26, "head_roll_std": 3.77, "mouth_open_std": 0.087, "src_size": [854, 480], "src_fps": 29.97002997002997, "title": "President Trump Gaggles with Press at Joint Base Andrews, Aug. 11, 2026", "artist": "The White House", "source_url": "https://www.youtube.com/watch?v=MYRYNwBIMw8", "source_file_url": "https://www.youtube.com/watch?v=MYRYNwBIMw8", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "The White House", "channel_url": "https://www.youtube.com/@WhiteHouse/videos", "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "The White House", "uploader_id": "@WhiteHouse", "upload_date": "20260812", "webpage_url": "https://www.youtube.com/watch?v=MYRYNwBIMw8"}, "category": "The White House", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:MYRYNwBIMw8", "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ", "channel_name": "The White House", "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ", "series": "briefing", "language": "en", "lang_evidence": "info-json language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 296.4, "prescreen": {"ok": true, "n": 16, "frac_one_face": 1.0, "frac_multi": 0.0, "frac_none": 0.0, "median_face_w": 0.132}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:18:33", "shard": "s0001"}, {"name": "president_trump_gaggles_with_press_a_0b4994", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 146.4, "valid_s": 122.0, "face_valid": 0.833, "arm_valid": 0.141, "torso_valid": 1.0, "speaking": 0.641, "face_crop_frac": 1.0, "head_yaw_std": 13.86, "head_pitch_std": 4.73, "head_roll_std": 3.31, "mouth_open_std": 0.088, "src_size": [854, 480], "src_fps": 29.97002997002997, "title": "President Trump Gaggles with Press at Joint Base Andrews, Aug. 14, 2026", "artist": "The White House", "source_url": "https://www.youtube.com/watch?v=yFnetqE56bQ", "source_file_url": "https://www.youtube.com/watch?v=yFnetqE56bQ", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "The White House", "channel_url": "https://www.youtube.com/@WhiteHouse/videos", "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "The White House", "uploader_id": "@WhiteHouse", "upload_date": "20260814", "webpage_url": "https://www.youtube.com/watch?v=yFnetqE56bQ"}, "category": "The White House", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:yFnetqE56bQ", "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ", "channel_name": "The White House", "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ", "series": "briefing", "language": "en", "lang_evidence": "info-json language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 146.5, "prescreen": {"ok": true, "n": 16, "frac_one_face": 1.0, "frac_multi": 0.0, "frac_none": 0.0, "median_face_w": 0.106}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:23:43", "shard": "s0001"}, {"name": "secretary_rubio_s_remarks_to_the_pre_767734__c01", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 349.9, "valid_s": 347.8, "face_valid": 0.994, "arm_valid": 0.442, "torso_valid": 1.0, "speaking": 0.953, "face_crop_frac": 1.0, "head_yaw_std": 30.22, "head_pitch_std": 5.1, "head_roll_std": 4.05, "mouth_open_std": 0.032, "src_size": [854, 480], "src_fps": 29.97, "title": "Secretary Rubio's Remarks to the Press in Kuwait", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=H3O0wI7XjD4", "source_file_url": "https://www.youtube.com/watch?v=H3O0wI7XjD4", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20260624", "webpage_url": "https://www.youtube.com/watch?v=H3O0wI7XjD4"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:H3O0wI7XjD4", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "briefing", "language": "en-US", "lang_evidence": "info-json language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 349.8, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.938, "frac_multi": 0.062, "frac_none": 0.0, "median_face_w": 0.126}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:24:07", "shard": "s0001"}, {"name": "secretary_rubio_after_tour_of_civil_3c123c__c01", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 467.1, "valid_s": 466.5, "face_valid": 0.999, "arm_valid": 0.008, "torso_valid": 0.999, "speaking": 0.949, "face_crop_frac": 1.0, "head_yaw_std": 22.54, "head_pitch_std": 4.79, "head_roll_std": 2.54, "mouth_open_std": 0.035, "src_size": [854, 480], "src_fps": 23.976023976023978, "title": "Secretary Rubio After Tour of Civil-Military Coordination Center", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=Mc4tVC4HwWo", "source_file_url": "https://www.youtube.com/watch?v=Mc4tVC4HwWo", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20251024", "webpage_url": "https://www.youtube.com/watch?v=Mc4tVC4HwWo"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:Mc4tVC4HwWo", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "usgov_other", "language": "en-US", "lang_evidence": "info-json language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 466.9, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.625, "frac_multi": 0.375, "frac_none": 0.0, "median_face_w": 0.142}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:24:21", "shard": "s0001"}, {"name": "secretary_rubio_delivers_message_for_88b87d", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 177.3, "valid_s": 177.3, "face_valid": 1.0, "arm_valid": 0.0, "torso_valid": 1.0, "speaking": 0.799, "face_crop_frac": 0.0, "head_yaw_std": 4.55, "head_pitch_std": 2.74, "head_roll_std": 4.61, "mouth_open_std": 0.062, "src_size": [854, 480], "src_fps": 23.976023976023978, "title": "Secretary Rubio Delivers Message for July 4, 2025", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=Vma0_FUKB7o", "source_file_url": "https://www.youtube.com/watch?v=Vma0_FUKB7o", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20250703", "webpage_url": "https://www.youtube.com/watch?v=Vma0_FUKB7o"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:Vma0_FUKB7o", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "usgov_other", "language": "en", "lang_evidence": "query language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 177.4, "prescreen": {"ok": true, "n": 16, "frac_one_face": 1.0, "frac_multi": 0.0, "frac_none": 0.0, "median_face_w": 0.143}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:24:30", "shard": "s0001"}, {"name": "president_trump_hosts_farmers_at_the_b325a2", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 167.1, "valid_s": 125.3, "face_valid": 0.75, "arm_valid": 0.491, "torso_valid": 0.864, "speaking": 0.947, "face_crop_frac": 0.905, "head_yaw_std": 16.89, "head_pitch_std": 8.7, "head_roll_std": 6.82, "mouth_open_std": 0.132, "src_size": [854, 450], "src_fps": 23.976023976023978, "title": "President Trump Hosts Farmers at the Rose Garden", "artist": "The White House", "source_url": "https://www.youtube.com/watch?v=8bdy3uchN50", "source_file_url": "https://www.youtube.com/watch?v=8bdy3uchN50", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "The White House", "channel_url": "https://www.youtube.com/@WhiteHouse/videos", "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "The White House", "uploader_id": "@WhiteHouse", "upload_date": "20260626", "webpage_url": "https://www.youtube.com/watch?v=8bdy3uchN50"}, "category": "The White House", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:8bdy3uchN50", "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ", "channel_name": "The White House", "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ", "series": "usgov_other", "language": "en", "lang_evidence": "info-json language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 167.2, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.625, "frac_multi": 0.375, "frac_none": 0.0, "median_face_w": 0.101}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:24:45", "shard": "s0001"}, {"name": "secretary_rubio_remarks_to_press_8de17b", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 498.9, "valid_s": 494.9, "face_valid": 0.992, "arm_valid": 0.884, "torso_valid": 0.998, "speaking": 0.979, "face_crop_frac": 1.0, "head_yaw_std": 26.22, "head_pitch_std": 5.18, "head_roll_std": 2.77, "mouth_open_std": 0.04, "src_size": [854, 480], "src_fps": 25.0, "title": "Secretary Rubio Remarks to Press", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=bKntPzjER8s", "source_file_url": "https://www.youtube.com/watch?v=bKntPzjER8s", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20251124", "webpage_url": "https://www.youtube.com/watch?v=bKntPzjER8s"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:bKntPzjER8s", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "briefing", "language": "en", "lang_evidence": "query language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 499.0, "prescreen": {"ok": true, "n": 16, "frac_one_face": 1.0, "frac_multi": 0.0, "frac_none": 0.0, "median_face_w": 0.088}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:24:43", "shard": "s0001"}, {"name": "secretary_rubio_holds_a_joint_press_c5fea8__c02", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 520.1, "valid_s": 469.3, "face_valid": 0.902, "arm_valid": 0.596, "torso_valid": 0.953, "speaking": 0.916, "face_crop_frac": 0.969, "head_yaw_std": 21.48, "head_pitch_std": 5.8, "head_roll_std": 4.63, "mouth_open_std": 0.026, "src_size": [640, 360], "src_fps": 25.0, "title": "Secretary Rubio Holds a Joint Press Availability with Hungarian Prime Minister Viktor Orban", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=GuD15g74b3o", "source_file_url": "https://www.youtube.com/watch?v=GuD15g74b3o", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20260216", "webpage_url": "https://www.youtube.com/watch?v=GuD15g74b3o"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:GuD15g74b3o", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "briefing", "language": "en", "lang_evidence": "query language", "chunk": 2, "chunk_start_s": 518.8, "chunk_len_s": 518.8, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.75, "frac_multi": 0.25, "frac_none": 0.0, "median_face_w": 0.118}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:24:45", "shard": "s0001"}, {"name": "president_trump_gaggles_with_press_b_aa65e6__c01", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 533.8, "valid_s": 472.3, "face_valid": 0.885, "arm_valid": 0.139, "torso_valid": 0.996, "speaking": 0.89, "face_crop_frac": 1.0, "head_yaw_std": 33.84, "head_pitch_std": 5.24, "head_roll_std": 5.84, "mouth_open_std": 0.097, "src_size": [854, 480], "src_fps": 29.97, "title": "President Trump Gaggles with Press Before Departing the White House, May 12, 2026", "artist": "The White House", "source_url": "https://www.youtube.com/watch?v=cZur-iw3lwU", "source_file_url": "https://www.youtube.com/watch?v=cZur-iw3lwU", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "The White House", "channel_url": "https://www.youtube.com/@WhiteHouse/videos", "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "The White House", "uploader_id": "@WhiteHouse", "upload_date": "20260512", "webpage_url": "https://www.youtube.com/watch?v=cZur-iw3lwU"}, "category": "The White House", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:cZur-iw3lwU", "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ", "channel_name": "The White House", "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ", "series": "briefing", "language": "en", "lang_evidence": "info-json language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 533.7, "prescreen": {"ok": true, "n": 16, "frac_one_face": 1.0, "frac_multi": 0.0, "frac_none": 0.0, "median_face_w": 0.114}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:26:41", "shard": "s0001"}, {"name": "secretary_rubio_s_remarks_to_the_pre_767734__c02", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 350.2, "valid_s": 343.3, "face_valid": 0.98, "arm_valid": 0.061, "torso_valid": 1.0, "speaking": 0.955, "face_crop_frac": 0.562, "head_yaw_std": 23.14, "head_pitch_std": 4.66, "head_roll_std": 4.16, "mouth_open_std": 0.032, "src_size": [854, 480], "src_fps": 29.97, "title": "Secretary Rubio's Remarks to the Press in Kuwait", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=H3O0wI7XjD4", "source_file_url": "https://www.youtube.com/watch?v=H3O0wI7XjD4", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20260624", "webpage_url": "https://www.youtube.com/watch?v=H3O0wI7XjD4"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:H3O0wI7XjD4", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "briefing", "language": "en-US", "lang_evidence": "info-json language", "chunk": 2, "chunk_start_s": 349.8, "chunk_len_s": 349.8, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.938, "frac_multi": 0.062, "frac_none": 0.0, "median_face_w": 0.13}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:27:34", "shard": "s0001"}, {"name": "secretary_rubio_after_tour_of_civil_3c123c__c03", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 471.8, "valid_s": 470.7, "face_valid": 0.998, "arm_valid": 0.018, "torso_valid": 0.999, "speaking": 0.93, "face_crop_frac": 0.795, "head_yaw_std": 17.66, "head_pitch_std": 4.86, "head_roll_std": 2.99, "mouth_open_std": 0.039, "src_size": [854, 480], "src_fps": 23.976023976023978, "title": "Secretary Rubio After Tour of Civil-Military Coordination Center", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=Mc4tVC4HwWo", "source_file_url": "https://www.youtube.com/watch?v=Mc4tVC4HwWo", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20251024", "webpage_url": "https://www.youtube.com/watch?v=Mc4tVC4HwWo"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:Mc4tVC4HwWo", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "usgov_other", "language": "en-US", "lang_evidence": "info-json language", "chunk": 3, "chunk_start_s": 933.9, "chunk_len_s": 466.9, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.625, "frac_multi": 0.375, "frac_none": 0.0, "median_face_w": 0.141}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:28:03", "shard": "s0001"}, {"name": "department_of_state_press_briefing_j_1b16f9__c01", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 506.0, "valid_s": 496.5, "face_valid": 0.981, "arm_valid": 0.894, "torso_valid": 0.995, "speaking": 0.907, "face_crop_frac": 1.0, "head_yaw_std": 14.33, "head_pitch_std": 4.71, "head_roll_std": 5.59, "mouth_open_std": 0.047, "src_size": [640, 360], "src_fps": 30.0, "title": "Department of State Press Briefing - July 31, 2025", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=Mm2LIfZQzYU", "source_file_url": "https://www.youtube.com/watch?v=Mm2LIfZQzYU", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20250731", "webpage_url": "https://www.youtube.com/watch?v=Mm2LIfZQzYU"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:Mm2LIfZQzYU", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "briefing", "language": "en", "lang_evidence": "query language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 506.0, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.875, "frac_multi": 0.125, "frac_none": 0.0, "median_face_w": 0.109}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:28:26", "shard": "s0001"}, {"name": "secretary_rubio_holds_a_joint_press_c5fea8__c03", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 522.4, "valid_s": 471.0, "face_valid": 0.902, "arm_valid": 0.796, "torso_valid": 0.961, "speaking": 0.902, "face_crop_frac": 0.96, "head_yaw_std": 20.26, "head_pitch_std": 6.9, "head_roll_std": 7.86, "mouth_open_std": 0.03, "src_size": [640, 360], "src_fps": 25.0, "title": "Secretary Rubio Holds a Joint Press Availability with Hungarian Prime Minister Viktor Orban", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=GuD15g74b3o", "source_file_url": "https://www.youtube.com/watch?v=GuD15g74b3o", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20260216", "webpage_url": "https://www.youtube.com/watch?v=GuD15g74b3o"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:GuD15g74b3o", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "briefing", "language": "en", "lang_evidence": "query language", "chunk": 3, "chunk_start_s": 1037.5, "chunk_len_s": 518.8, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.688, "frac_multi": 0.312, "frac_none": 0.0, "median_face_w": 0.126}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:28:56", "shard": "s0001"}, {"name": "consular_assistance_for_americans_in_3950f2", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 91.6, "valid_s": 91.6, "face_valid": 1.0, "arm_valid": 0.01, "torso_valid": 0.999, "speaking": 0.935, "face_crop_frac": 0.0, "head_yaw_std": 4.17, "head_pitch_std": 3.76, "head_roll_std": 2.62, "mouth_open_std": 0.068, "src_size": [854, 450], "src_fps": 23.976023976023978, "title": "Consular Assistance for Americans in the Middle East", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=y_f8TVi1GE8", "source_file_url": "https://www.youtube.com/watch?v=y_f8TVi1GE8", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20260303", "webpage_url": "https://www.youtube.com/watch?v=y_f8TVi1GE8"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:y_f8TVi1GE8", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "usgov_other", "language": "en", "lang_evidence": "query language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 91.7, "prescreen": {"ok": true, "n": 16, "frac_one_face": 1.0, "frac_multi": 0.0, "frac_none": 0.0, "median_face_w": 0.09}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:29:11", "shard": "s0001"}, {"name": "president_trump_participates_in_a_st_52af37__c03", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 470.6, "valid_s": 379.2, "face_valid": 0.806, "arm_valid": 0.782, "torso_valid": 0.988, "speaking": 0.763, "face_crop_frac": 1.0, "head_yaw_std": 8.11, "head_pitch_std": 6.59, "head_roll_std": 5.17, "mouth_open_std": 0.103, "src_size": [854, 480], "src_fps": 29.97, "title": "President Trump Participates in a State Banquet with the President of the People's Republic of China", "artist": "The White House", "source_url": "https://www.youtube.com/watch?v=ouyAQzM1D4w", "source_file_url": "https://www.youtube.com/watch?v=ouyAQzM1D4w", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "The White House", "channel_url": "https://www.youtube.com/@WhiteHouse/videos", "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "The White House", "uploader_id": "@WhiteHouse", "upload_date": "20260514", "webpage_url": "https://www.youtube.com/watch?v=ouyAQzM1D4w"}, "category": "The White House", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:ouyAQzM1D4w", "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ", "channel_name": "The White House", "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ", "series": "usgov_other", "language": "en", "lang_evidence": "query language", "chunk": 3, "chunk_start_s": 937.7, "chunk_len_s": 468.8, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.812, "frac_multi": 0.062, "frac_none": 0.125, "median_face_w": 0.085}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:30:21", "shard": "s0001"}, {"name": "deputy_secretary_landau_hosts_the_gl_b54232__c01", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 370.7, "valid_s": 370.3, "face_valid": 0.999, "arm_valid": 0.988, "torso_valid": 1.0, "speaking": 0.955, "face_crop_frac": 1.0, "head_yaw_std": 19.43, "head_pitch_std": 4.1, "head_roll_std": 4.46, "mouth_open_std": 0.096, "src_size": [854, 480], "src_fps": 29.97, "title": "Deputy Secretary Landau Hosts The Global Refugee & Asylum System: What Went Wrong and How to Fix It", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=fo0QlVjS5Kw", "source_file_url": "https://www.youtube.com/watch?v=fo0QlVjS5Kw", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20250925", "webpage_url": "https://www.youtube.com/watch?v=fo0QlVjS5Kw"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:fo0QlVjS5Kw", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "usgov_other", "language": "en", "lang_evidence": "query language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 370.7, "prescreen": {"ok": true, "n": 16, "frac_one_face": 1.0, "frac_multi": 0.0, "frac_none": 0.0, "median_face_w": 0.11}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:31:08", "shard": "s0001"}, {"name": "department_of_state_press_briefing_j_ce90e4__c01", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 590.8, "valid_s": 571.7, "face_valid": 0.968, "arm_valid": 0.138, "torso_valid": 0.984, "speaking": 0.888, "face_crop_frac": 1.0, "head_yaw_std": 14.53, "head_pitch_std": 4.9, "head_roll_std": 4.84, "mouth_open_std": 0.118, "src_size": [640, 360], "src_fps": 30.0, "title": "Department of State Press Briefing - July 10, 2025", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=F-wZgCMweVk", "source_file_url": "https://www.youtube.com/watch?v=F-wZgCMweVk", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20250710", "webpage_url": "https://www.youtube.com/watch?v=F-wZgCMweVk"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:F-wZgCMweVk", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "briefing", "language": "en", "lang_evidence": "query language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 590.7, "prescreen": {"ok": true, "n": 16, "frac_one_face": 1.0, "frac_multi": 0.0, "frac_none": 0.0, "median_face_w": 0.113}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:31:21", "shard": "s0001"}, {"name": "president_trump_delivers_remarks_aug_d18648__c02", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 550.5, "valid_s": 342.7, "face_valid": 0.623, "arm_valid": 0.353, "torso_valid": 0.988, "speaking": 0.807, "face_crop_frac": 1.0, "head_yaw_std": 19.37, "head_pitch_std": 6.65, "head_roll_std": 7.83, "mouth_open_std": 0.126, "src_size": [640, 360], "src_fps": 29.97002997002997, "title": "President Trump Delivers Remarks, Aug. 19, 2026", "artist": "The White House", "source_url": "https://www.youtube.com/watch?v=mTz0qXlSd28", "source_file_url": "https://www.youtube.com/watch?v=mTz0qXlSd28", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "The White House", "channel_url": "https://www.youtube.com/@WhiteHouse/videos", "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "The White House", "uploader_id": "@WhiteHouse", "upload_date": "20260819", "webpage_url": "https://www.youtube.com/watch?v=mTz0qXlSd28"}, "category": "The White House", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:mTz0qXlSd28", "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ", "channel_name": "The White House", "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ", "series": "address", "language": "en", "lang_evidence": "info-json language", "chunk": 2, "chunk_start_s": 544.5, "chunk_len_s": 544.5, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.688, "frac_multi": 0.312, "frac_none": 0.0, "median_face_w": 0.097}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:31:58", "shard": "s0001"}, {"name": "caesar_rodney_50d8c3", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 77.4, "valid_s": 65.4, "face_valid": 0.845, "arm_valid": 0.153, "torso_valid": 0.871, "speaking": 0.539, "face_crop_frac": 1.0, "head_yaw_std": 12.27, "head_pitch_std": 2.41, "head_roll_std": 2.91, "mouth_open_std": 0.063, "src_size": [854, 480], "src_fps": 24.0, "title": "Caesar Rodney", "artist": "The White House", "source_url": "https://www.youtube.com/watch?v=nCXjO_i23eA", "source_file_url": "https://www.youtube.com/watch?v=nCXjO_i23eA", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "The White House", "channel_url": "https://www.youtube.com/@WhiteHouse/videos", "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "The White House", "uploader_id": "@WhiteHouse", "upload_date": "20260623", "webpage_url": "https://www.youtube.com/watch?v=nCXjO_i23eA"}, "category": "The White House", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:nCXjO_i23eA", "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ", "channel_name": "The White House", "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ", "series": "usgov_other", "language": "en", "lang_evidence": "info-json language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 77.4, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.875, "frac_multi": 0.125, "frac_none": 0.0, "median_face_w": 0.174}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:32:04", "shard": "s0001"}, {"name": "president_trump_delivers_remarks_to_272afe__c01", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 568.2, "valid_s": 479.8, "face_valid": 0.844, "arm_valid": 0.086, "torso_valid": 0.963, "speaking": 0.692, "face_crop_frac": 0.721, "head_yaw_std": 13.96, "head_pitch_std": 4.96, "head_roll_std": 7.54, "mouth_open_std": 0.097, "src_size": [640, 360], "src_fps": 29.97, "title": "President Trump Delivers Remarks to the United Nations General Assembly", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=lw9foqNRpyE", "source_file_url": "https://www.youtube.com/watch?v=lw9foqNRpyE", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20250923", "webpage_url": "https://www.youtube.com/watch?v=lw9foqNRpyE"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:lw9foqNRpyE", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "address", "language": "en", "lang_evidence": "query language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 568.2, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.75, "frac_multi": 0.25, "frac_none": 0.0, "median_face_w": 0.141}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:32:02", "shard": "s0001"}, {"name": "secretary_rubio_holds_a_joint_press_c5fea8__c04", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 521.8, "valid_s": 465.0, "face_valid": 0.891, "arm_valid": 0.557, "torso_valid": 0.962, "speaking": 0.864, "face_crop_frac": 0.988, "head_yaw_std": 19.72, "head_pitch_std": 7.56, "head_roll_std": 5.66, "mouth_open_std": 0.033, "src_size": [640, 360], "src_fps": 25.0, "title": "Secretary Rubio Holds a Joint Press Availability with Hungarian Prime Minister Viktor Orban", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=GuD15g74b3o", "source_file_url": "https://www.youtube.com/watch?v=GuD15g74b3o", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20260216", "webpage_url": "https://www.youtube.com/watch?v=GuD15g74b3o"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:GuD15g74b3o", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "briefing", "language": "en", "lang_evidence": "query language", "chunk": 4, "chunk_start_s": 1556.3, "chunk_len_s": 518.8, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.75, "frac_multi": 0.25, "frac_none": 0.0, "median_face_w": 0.128}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:32:58", "shard": "s0001"}, {"name": "department_of_state_press_briefing_j_1b16f9__c02", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 508.3, "valid_s": 481.9, "face_valid": 0.948, "arm_valid": 0.8, "torso_valid": 1.0, "speaking": 0.954, "face_crop_frac": 0.957, "head_yaw_std": 20.22, "head_pitch_std": 5.46, "head_roll_std": 5.53, "mouth_open_std": 0.046, "src_size": [640, 360], "src_fps": 30.0, "title": "Department of State Press Briefing - July 31, 2025", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=Mm2LIfZQzYU", "source_file_url": "https://www.youtube.com/watch?v=Mm2LIfZQzYU", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20250731", "webpage_url": "https://www.youtube.com/watch?v=Mm2LIfZQzYU"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:Mm2LIfZQzYU", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "briefing", "language": "en", "lang_evidence": "query language", "chunk": 2, "chunk_start_s": 506.0, "chunk_len_s": 506.0, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.875, "frac_multi": 0.125, "frac_none": 0.0, "median_face_w": 0.115}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:33:07", "shard": "s0001"}, {"name": "president_trump_gaggles_with_press_o_21db40", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 472.9, "valid_s": 452.0, "face_valid": 0.956, "arm_valid": 0.199, "torso_valid": 0.991, "speaking": 0.809, "face_crop_frac": 1.0, "head_yaw_std": 10.15, "head_pitch_std": 4.52, "head_roll_std": 3.99, "mouth_open_std": 0.111, "src_size": [854, 480], "src_fps": 29.97002997002997, "title": "President Trump Gaggles with Press on Air Force One En Route Joint Base Andrews, Aug. 2, 2026", "artist": "The White House", "source_url": "https://www.youtube.com/watch?v=6OyAg4YczaY", "source_file_url": "https://www.youtube.com/watch?v=6OyAg4YczaY", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "The White House", "channel_url": "https://www.youtube.com/@WhiteHouse/videos", "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "The White House", "uploader_id": "@WhiteHouse", "upload_date": "20260802", "webpage_url": "https://www.youtube.com/watch?v=6OyAg4YczaY"}, "category": "The White House", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:6OyAg4YczaY", "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ", "channel_name": "The White House", "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ", "series": "briefing", "language": "en", "lang_evidence": "info-json language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 473.0, "prescreen": {"ok": true, "n": 16, "frac_one_face": 1.0, "frac_multi": 0.0, "frac_none": 0.0, "median_face_w": 0.093}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:33:41", "shard": "s0001"}, {"name": "department_of_state_press_briefing_j_e5b60d__c01", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 566.3, "valid_s": 565.3, "face_valid": 0.998, "arm_valid": 0.06, "torso_valid": 1.0, "speaking": 0.879, "face_crop_frac": 1.0, "head_yaw_std": 10.82, "head_pitch_std": 4.65, "head_roll_std": 3.14, "mouth_open_std": 0.126, "src_size": [640, 360], "src_fps": 29.97002997002997, "title": "Department of State Press Briefing - July 17, 2025", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=9w7-Fvj7Dsk", "source_file_url": "https://www.youtube.com/watch?v=9w7-Fvj7Dsk", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20250717", "webpage_url": "https://www.youtube.com/watch?v=9w7-Fvj7Dsk"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:9w7-Fvj7Dsk", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "briefing", "language": "en", "lang_evidence": "query language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 566.3, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.938, "frac_multi": 0.062, "frac_none": 0.0, "median_face_w": 0.112}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:33:59", "shard": "s0001"}, {"name": "president_trump_gaggles_with_press_a_3ab05c__c01", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 321.5, "valid_s": 308.3, "face_valid": 0.959, "arm_valid": 0.0, "torso_valid": 0.996, "speaking": 0.689, "face_crop_frac": 0.996, "head_yaw_std": 23.43, "head_pitch_std": 4.91, "head_roll_std": 6.68, "mouth_open_std": 0.116, "src_size": [854, 480], "src_fps": 29.97002997002997, "title": "President Trump Gaggles with Press at Joint Base Andrews En Route Groton, CT, May 20, 2026", "artist": "The White House", "source_url": "https://www.youtube.com/watch?v=820-2j_6VNQ", "source_file_url": "https://www.youtube.com/watch?v=820-2j_6VNQ", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "The White House", "channel_url": "https://www.youtube.com/@WhiteHouse/videos", "channel_id": "UCYxRlFDqcWM4y7FfpiAN3KQ", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "The White House", "uploader_id": "@WhiteHouse", "upload_date": "20260520", "webpage_url": "https://www.youtube.com/watch?v=820-2j_6VNQ"}, "category": "The White House", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:820-2j_6VNQ", "channel_key": "UCYxRlFDqcWM4y7FfpiAN3KQ", "channel_name": "The White House", "speaker": "yt:UCYxRlFDqcWM4y7FfpiAN3KQ", "series": "briefing", "language": "en", "lang_evidence": "info-json language", "chunk": 1, "chunk_start_s": 0.0, "chunk_len_s": 321.4, "prescreen": {"ok": true, "n": 16, "frac_one_face": 1.0, "frac_multi": 0.0, "frac_none": 0.0, "median_face_w": 0.163}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:34:04", "shard": "s0001"}, {"name": "deputy_secretary_landau_hosts_the_gl_b54232__c02", "status": "kept", "reason": "", "batch": "harvest-large", "duration_s": 371.1, "valid_s": 367.6, "face_valid": 0.991, "arm_valid": 0.845, "torso_valid": 0.969, "speaking": 0.96, "face_crop_frac": 0.567, "head_yaw_std": 18.65, "head_pitch_std": 7.24, "head_roll_std": 5.41, "mouth_open_std": 0.093, "src_size": [854, 480], "src_fps": 29.97, "title": "Deputy Secretary Landau Hosts The Global Refugee & Asylum System: What Went Wrong and How to Fix It", "artist": "U.S. Department of State", "source_url": "https://www.youtube.com/watch?v=fo0QlVjS5Kw", "source_file_url": "https://www.youtube.com/watch?v=fo0QlVjS5Kw", "license": "Public Domain", "license_evidence": {"api": "yt-dlp info-json", "basis": "PD-USGov", "agency": "U.S. Department of State", "channel_url": "https://www.youtube.com/@statedept/videos", "channel_id": "UC6ZhpmNnLxlOYipqh8wbM3A", "statement": "Work of the U.S. Government: produced by federal employees in the course of their duties, not subject to copyright (17 U.S.C. § 105). Evidence: official agency channel (allowlist scripts/harvest/sources.py) + channel id verified on the fetched info-json.", "license": "NONE", "channel": "U.S. Department of State", "uploader_id": "@StateDept", "upload_date": "20250925", "webpage_url": "https://www.youtube.com/watch?v=fo0QlVjS5Kw"}, "category": "U.S. Department of State", "source_kind": "usgov", "backend": "ytdlp", "item_id": "yt:fo0QlVjS5Kw", "channel_key": "UC6ZhpmNnLxlOYipqh8wbM3A", "channel_name": "U.S. Department of State", "speaker": "yt:UC6ZhpmNnLxlOYipqh8wbM3A", "series": "usgov_other", "language": "en", "lang_evidence": "query language", "chunk": 2, "chunk_start_s": 370.7, "chunk_len_s": 370.7, "prescreen": {"ok": true, "n": 16, "frac_one_face": 0.688, "frac_multi": 0.312, "frac_none": 0.0, "median_face_w": 0.108}, "audio": "audio.opus", "has_motion_json": false, "captured_at": "2026-08-27T14:34:29", "shard": "s0001"}]}
\ No newline at end of file