{ "schema": "avary.supervision.public-demo.v1", "analysis_reference": "7c502854546887a7fd48cc32", "version": "omega14-workspace-v2", "duration_s": 72, "source_sha256": "3cb900f0f351f371e6ace7ff71b51d30566badfb8310adafd8bd9475854d7b9d", "metrics": { "wall_s": 25.87, "cpu_s": 31.91, "peak_rss_mb": 648.8, "processed_frames": 360, "effective_fps": 13.916, "detector_backend": "onnx-directml-gpu" }, "monetary_cost": null, "occupancy_1s": [ 1.4, 4.8, 5.2, 4.4, 4.0, 3.6, 4.0, 3.4, 2.6, 3.4, 3.2, 4.2, 2.4, 3.2, 4.4, 4.2, 3.6, 4.6, 6.2, 5.8, 6.4, 6.4, 6.6, 4.0, 3.4, 6.0, 4.4, 5.0, 4.8, 4.2, 4.0, 2.8, 3.2, 3.4, 5.0, 5.0, 5.2, 6.8, 8.6, 6.6, 7.8, 8.8, 5.8, 7.0, 6.0, 6.8, 5.2, 6.2, 5.6, 6.0, 5.0, 4.8, 6.0, 7.6, 4.2, 5.0, 5.4, 5.8, 6.0, 6.8, 6.4, 7.0, 8.0, 6.8, 3.6, 3.6, 3.2, 3.2, 3.2, 4.6, 2.4, 2.2 ], "operational": { "schema": "avary.supervision.operational.v1", "source": "MATERIALIZED_SENSORIUM_OBSERVATIONS", "occupancy": { "status": "OBSERVED_DETECTIONS_ONLY", "zones": { "crossing": { "mean_tracked_occupancy": 4.95, "peak_tracked_occupancy": 8.8, "entries": 143, "geometric_exits": 37, "lost_track_closures": 102, "video_end_closures": 4, "unknown_closures": 0, "total_closures": 143, "censored_closure_fraction": 0.7413 } }, "explanation": "Tracked detections in each sampled frame; missed detections remain unmeasured." }, "tracking": { "distinct_track_ids": 247, "track_starts": 252, "zone_exits": 143, "zone_exits_closed_by_lost_track": 102, "zone_exits_closed_by_video_end": 4, "limitation": "Lost-track closures can include people leaving view and association failures. Distinct track ids are not distinct visitors; this is not measured fragmentation.", "status": "ASSOCIATION_UNVALIDATED", "median_track_span_s": 3.0, "short_tracks_le_1s": 75, "single_observation_tracks": 16, "explanation": "Short tracks and lost closures are review signals, not measured ID switches." }, "unique_counts": { "status": "UNAVAILABLE_NO_INDEPENDENT_IDENTITY_VALIDATION", "value": null, "explanation": "A person can receive multiple track IDs after occlusion. Track IDs and zone entries cannot establish unique visitors." }, "line_crossings": { "status": "ACCURACY_UNMEASURED", "in": 63, "out": 38, "limitation": "Line crossings need independent annotations; occupancy quality does not validate crossings, visit counts or dwell times.", "explanation": "Directional event counts for configured lines; accuracy requires independent line-crossing annotations." }, "forecast": { "policy": "EXISTING_VALIDATION_GATE_UNCHANGED", "promoted": false }, "detection": { "status": "ACCURACY_UNMEASURED", "tracked_observations": 5771, "mean_detector_score": 0.6344, "limitation": "Detector scores are not recall, precision or measured accuracy. Distant or occluded people may be missed." }, "review_plan": { "schema": "avary.supervision.review-plan.v1", "status": "RETROSPECTIVE_REVIEW_ONLY", "window_s": 10, "ranking": "Highest sampled mean in complete fixed 10-second bins; earliest bin breaks ties.", "observations": [ { "zone": "crossing", "question": "Which observed interval should an operator inspect first?", "status": "OBSERVED_REVIEW_WINDOW", "evidence": { "start_s": 40, "end_s": 50, "sampled_frames": 50, "mean_tracked_detections": 6.52, "peak_sampled_detections": 10, "source": "run.frames[].z; clip-relative timestamps" }, "censored_closure_fraction": 0.7413, "hypothesis": "Occlusion, people leaving view or association failures may contribute to lost closures; independent annotations are needed.", "recommendation": "Inspect this interval in the timeline and annotate detections and crossings before any staffing or capacity decision.", "recommendation_type": "EVIDENCE_COLLECTION_ONLY", "operational_effect_validated": false } ], "forecast_promoted": false, "limitation": "Detector-derived observations on this clip; no independent people count, causal conclusion, forecast or validated staffing recommendation." } }, "review": { "zone": "crossing", "question": "Which observed interval should an operator inspect first?", "status": "OBSERVED_REVIEW_WINDOW", "evidence": { "start_s": 40, "end_s": 50, "sampled_frames": 50, "mean_tracked_detections": 6.52, "peak_sampled_detections": 10, "source": "run.frames[].z; clip-relative timestamps" }, "censored_closure_fraction": 0.7413, "hypothesis": "Occlusion, people leaving view or association failures may contribute to lost closures; independent annotations are needed.", "recommendation": "Inspect this interval in the timeline and annotate detections and crossings before any staffing or capacity decision.", "recommendation_type": "EVIDENCE_COLLECTION_ONLY", "operational_effect_validated": false }, "input_projection": { "schema": "olyx.sensorium.v1", "type": "OCCUPANCY_SAMPLE", "t_media_s": 40.0, "frame_index": 1000, "zone": "crossing", "value": 8.0, "confidence": 1.0, "projection": "Aggregate event fields only; not the full private Event record", "timestamp_scope": "clip-relative seconds, not live wall-clock", "source": "licensed-crosswalk-72s", "uncertainty": "Detector confidence is not measured count accuracy", "access": "PUBLIC_LICENSED_DEMO", "limitations": "No biometric fields, persistent identity or complete private event stream published" }, "media_license": { "creator": "ProtoplasmaKid", "source_page": "https://commons.wikimedia.org/wiki/File:Cruce_peatonal_de_Eje_Central_L%C3%A1zaro_C%C3%A1rdenas_y_Avenida_Madero,_Ciudad_de_M%C3%A9xico.webm", "license": "CC BY-SA 4.0", "license_url": "https://creativecommons.org/licenses/by-sa/4.0", "changes": "72-second excerpt, resize to640x360, global blur, audio removal, H.264 re-encoding; derivative and poster CC BY-SA4.0", "endorsement": "No endorsement by the creator implied" }, 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