| { |
| "field_test": { |
| "ultrafauna": { |
| "bat_recordings": 254, |
| "detected_bat_recordings": 234, |
| "noise_recordings": 82, |
| "false_positive_recordings": 16, |
| "auroc": 0.9637507201843672 |
| }, |
| "ultrafauna_background": { |
| "false_alert_events": 33, |
| "reviewed_background_seconds": 410.0, |
| "false_alerts_per_hour": 289.7560975609756, |
| "site_count": 2, |
| "note": "Known bat-negative clips; rodent absence unknown. Short exposure, Poisson rate interval ignores site clustering.", |
| "poisson_95_ci": [ |
| 199.45476502884736, |
| 406.9252911439255 |
| ] |
| } |
| }, |
| "validation_localization": [ |
| { |
| "group": "bat", |
| "matched": 1030, |
| "annotated_calls_in_contexts": 1555, |
| "predicted_intervals": 1547, |
| "recall": 0.662379421221865, |
| "note": "VAL diagnostic: overlapping contexts can repeat calls. One-to-one temporal IoU>=.1; unannotated gaps unknown, so unmatched predictions are not all verified false alarms." |
| }, |
| { |
| "group": "rodent", |
| "matched": 243, |
| "annotated_calls_in_contexts": 323, |
| "predicted_intervals": 517, |
| "recall": 0.7523219814241486, |
| "note": "VAL diagnostic: overlapping contexts can repeat calls. One-to-one temporal IoU>=.1; unannotated gaps unknown, so unmatched predictions are not all verified false alarms." |
| } |
| ], |
| "calibration_diagnostics": { |
| "bat": { |
| "windows": 141, |
| "bat_detections": 91 |
| }, |
| "noise": { |
| "windows": 170, |
| "bat_detections": 0 |
| }, |
| "rodent": { |
| "windows": 25, |
| "bat_detections": 0 |
| }, |
| "field_noise": { |
| "recordings": 55, |
| "bat_detections": 2 |
| }, |
| "field_weak_bat": { |
| "recordings": 152, |
| "bat_detections": 129 |
| } |
| }, |
| "matched_bat": { |
| "batspot": { |
| "bat": 221, |
| "detected": 200, |
| "noise": 183, |
| "false_positive": 13 |
| }, |
| "soundclass_D2": { |
| "bat": 75, |
| "detected": 53, |
| "noise": 150, |
| "false_positive": 8 |
| } |
| }, |
| "mouse": { |
| "windows": 33, |
| "false_bat_windows": 30, |
| "rodent_positive_windows": 23, |
| "matched_rodent_calls": 96, |
| "annotated_rodent_calls": 110, |
| "note": "Overlapping windows from one pup; descriptive transfer result, not independent animals. Unannotated times unknown." |
| }, |
| "rodent_transfer": { |
| "usvseg": { |
| "windows": 222, |
| "parents": 7, |
| "annotated_positive_windows": 175, |
| "detected_annotated_positive_windows": 135, |
| "false_bat_windows": 1, |
| "note": "Captive bat-negative context. Unannotated rodent windows are unknown, not verified rodent negatives." |
| }, |
| "uscmed": { |
| "windows": 86, |
| "parents": 5, |
| "annotated_positive_windows": 46, |
| "detected_annotated_positive_windows": 44, |
| "false_bat_windows": 0, |
| "note": "Captive bat-negative context. Unannotated rodent windows are unknown, not verified rodent negatives." |
| } |
| }, |
| "checkpoint_sha256": "74ffc5b93b5ab6681c173830c70694d6ae834d291dbd0688c64c2a25899e698c", |
| "calibration_sha256": "8e408e9c8a0f35e69afdbb7665edfca9ccecf41ee5fca62ae279ccaad636010d", |
| "interpretation": "Current release; previously inspected development/transfer cohorts, not a new independent final test." |
| } |
|
|
