{ "name": "sensor-rand-v1", "condition": "rand", "version": "v1", "description": "Sensor rand dataset v1. Negative control counterpart to sensor_fixed_v1. Inner alias (sensor code) is randomly assigned per example \u2014 no stable phenomenon\u2192code mapping. Balance is per outer alias (8 \u00d7 4,680 = 37,440 train). Used to isolate geometric effects of stable code learning.", "structural_invariants": { "outer_aliases": [ "thr", "gst", "prt", "clr", "stn", "mst", "hub", "ref" ], "inner_aliases": [ "thr", "gst", "prt", "clr", "rnfl", "hgr", "grvl", "brt", "mbl", "nbl", "evp", "cnd", "frs", "snw", "flx", "tnd", "drt", "ftu" ], "inner_alias_is_random": true }, "alias_groups": { "T1": [ "thr", "gst", "prt", "clr" ], "T2": [ "rnfl", "hgr", "grvl", "brt", "mbl", "nbl", "evp", "cnd", "frs", "snw", "flx", "tnd", "drt", "ftu" ] }, "table_alias_map": { "temperature": "thr", "wind_speed": "gst", "air_quality": "prt", "visibility": "clr", "rainfall": "rnfl", "humidity": "hgr", "soil_moisture": "grvl", "sunlight": "brt", "pressure": "mbl", "cloud_cover": "nbl", "evaporation": "evp", "dew_point": "cnd", "frost": "frs", "snow_depth": "snw", "uv_index": "flx", "lightning": "tnd", "drought_index": "drt", "turbidity": "ftu" }, "fan_out_by_alias": { "thr": 1, "gst": 1, "prt": 1, "clr": 1, "rnfl": null, "hgr": null, "grvl": null, "brt": null, "mbl": null, "nbl": null, "evp": null, "cnd": null, "frs": null, "snw": null, "flx": null, "tnd": null, "drt": null, "ftu": null }, "split_sizes": { "train": 37440, "val": 4320 }, "examples_per_outer_alias": { "train": 4680, "val": 540 }, "generation": { "seed": 42, "generated_at": "2026-06-26T22:56:09.302826", "script": "src/00_data/generate_sensor_rand_v1.py" } }