{ "schema": "moss-locator-decoding-pilot-v1", "created_date": "2026-10-11", "automated_audio_judge": true, "human_ground_truth": false, "judge_temperature": 0, "scale": "0 to 5; 5 is fully correct/useful", "selection_n": 10, "confirmation_n": 10, "sources_total": { "synthetic_acting": 10, "emilia_multilingual": 10 }, "generation_grid": { "onset_thresholds": [ 0.5, 0.6, 0.7, 0.8, 0.9 ], "temperatures": [ 0, 0.3, 0.7 ], "top_p": 0.9, "top_k": 0, "nms_overlap_fraction": 0.5, "minimum_duration_s": 0.08, "event_count_cap": null, "sampling_repeats": 1 }, "full_audio_for_both_captioners": true, "whole_caption_prompt_no_interval": true, "burst_caption_prompt_requires_start_and_end": true, "no_script_reference_or_type_label_in_moss_input": true, "weights": { "voice_caption_fidelity": 0.3, "burst_caption_fidelity": 0.25, "timing_accuracy": 0.2, "event_precision": 0.15, "event_recall": 0.1 }, "empty_burst_caption_policy": "A clip with no proposed captions scores 0 for burst-caption-set fidelity if the judge heard events; 5 if the judge heard no events. 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2, "burst_fidelity_empty_policy": "0 if audible events exist; 5 if no audible events; conditional caption-only averages exclude empty clips" }, "t80-d30": { "voice_caption_fidelity": 4, "burst_caption_fidelity": 4, "timing_accuracy": 4, "event_precision": 4, "event_recall": 2, "weighted_score": 3.8, "n_events": 2, "burst_fidelity_empty_policy": "0 if audible events exist; 5 if no audible events; conditional caption-only averages exclude empty clips" }, "t80-d70": { "voice_caption_fidelity": 4, "burst_caption_fidelity": 4, "timing_accuracy": 4, "event_precision": 4, "event_recall": 2, "weighted_score": 3.8, "n_events": 2, "burst_fidelity_empty_policy": "0 if audible events exist; 5 if no audible events; conditional caption-only averages exclude empty clips" }, "t90-d00": { "voice_caption_fidelity": 4, "burst_caption_fidelity": 4, "timing_accuracy": 4, "event_precision": 4, "event_recall": 2, "weighted_score": 3.8, "n_events": 1, "burst_fidelity_empty_policy": "0 if audible events exist; 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"event_recall": 4, "weighted_score": 3.5666666666666664, "n_events": 15, "burst_fidelity_empty_policy": "0 if audible events exist; 5 if no audible events; conditional caption-only averages exclude empty clips" }, "t60-d00": { "voice_caption_fidelity": 4, "burst_caption_fidelity": 3.933333333333333, "timing_accuracy": 3, "event_precision": 3, "event_recall": 4, "weighted_score": 3.6333333333333333, "n_events": 15, "burst_fidelity_empty_policy": "0 if audible events exist; 5 if no audible events; conditional caption-only averages exclude empty clips" }, "t70-d00": { "voice_caption_fidelity": 4, "burst_caption_fidelity": 4, "timing_accuracy": 4, "event_precision": 4, "event_recall": 4, "weighted_score": 4.0, "n_events": 14, "burst_fidelity_empty_policy": "0 if audible events exist; 5 if no audible events; conditional caption-only averages exclude empty clips" } } } ], "total_shared_judge_estimated_usd": 0.50333025, "cost_scope": "All original 50-clip review, procedural searches and MOSS search in the shared ledger; estimated introductory list-price cost, not an invoice.", "limitations": [ "Only 20 selected clips, not a representative independent benchmark.", "The same 20 audio clips were used earlier for procedural tuning; confirmation is held out only from the present MOSS decoding selection.", "Only one seeded sample per nonzero-temperature configuration.", "The reviewer is an audio language model, not a human and not manually verified event ground truth.", "Selection threshold 0.5 and confirmation threshold 0.6 rank differently; no universal optimum established.", "Scores on the original 50 listening clips are a different set and protocol and are not a paired before/after comparison." ] }