{"id":"W4320731114","doi":"10.1558/prbt.23754","title":"Immersion and metal music videos","year":2023,"lang":"en","type":"article","venue":"Perfect Beat","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Representation (politics); Narrative; Folklore; Alien; Dynamism; Visual arts; Rhythm; Gesture; Musical; Art; Aesthetics; History; Literature; Sociology; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003616464,0.00005908906,0.0001035088,0.00005194639,0.0005868641,0.00002617153,0.00005395777,0.00003598669,0.0001450611],"category_scores_gemma":[0.0000502958,0.00004985233,0.00004251771,0.0002573815,0.0001867829,0.0000706649,0.00004737443,0.00004903986,0.0005841743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000160021,"about_ca_system_score_gemma":0.00001866841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002961805,"about_ca_topic_score_gemma":0.0001113257,"domain_scores_codex":[0.9993495,0.00007566576,0.00005522779,0.0001394185,0.0001642612,0.0002158714],"domain_scores_gemma":[0.9997699,0.00007146889,0.0000138795,0.00006313092,0.00001579094,0.00006582293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006209049,0.0000758207,0.165142,0.0000651796,0.0002287851,0.00007939188,0.5933341,0.000003662592,0.005763202,0.02470813,0.06939409,0.1411435],"study_design_scores_gemma":[0.0007920823,0.0001270031,0.1035433,0.00004998627,0.0001261953,0.000004890276,0.6316223,0.0001295762,0.0003288051,0.002045632,0.2606404,0.0005898105],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8489529,0.0004615787,0.00001075968,0.001214841,0.0002671839,0.00009646257,0.000004572652,0.0001323663,0.1488594],"genre_scores_gemma":[0.992985,0.000212168,0.00001402354,0.00004067954,0.0001622958,0.000007733393,0.000001916956,0.000005129967,0.006571013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1912463,"threshold_uncertainty_score":0.7508574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080736192425546,"score_gpt":0.3046499141204062,"score_spread":0.2638425521961507,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}