{"id":"W6979728599","doi":"","title":"Accuracies in Algorithmic Predictors of Musical Emotion","year":2023,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Music information retrieval; Musical; Range (aeronautics); Consistency (knowledge bases); Set (abstract data type); Modality (human–computer interaction); Mode (computer interface)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01300577,0.001386086,0.000908388,0.003655704,0.0006042632,0.004102983,0.001135466,0.001761182,0.002990397],"category_scores_gemma":[0.07611865,0.0003927388,0.0008652902,0.001556119,0.001113687,0.002946796,0.002257025,0.001526475,0.003625075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006598601,"about_ca_system_score_gemma":0.0006318173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244151,"about_ca_topic_score_gemma":0.002882236,"domain_scores_codex":[0.9921286,0.002746256,0.0007069696,0.002244,0.001731963,0.0004422049],"domain_scores_gemma":[0.9386258,0.0507662,0.002580667,0.003911895,0.003444949,0.0006704457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002556748,0.0001967131,0.357787,0.0009118469,0.0009430494,0.0001681582,0.002023816,0.05832664,0.01995798,0.005406738,0.01201015,0.5397111],"study_design_scores_gemma":[0.0001551434,0.0008472467,0.3345683,0.0004090074,0.0004211131,0.001029176,0.001887588,0.5934144,0.02708146,0.02076398,0.01904415,0.0003783877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.729717,0.00667759,0.2286994,0.001238634,0.0006310026,0.0001625462,0.004716504,0.007418497,0.02073873],"genre_scores_gemma":[0.9373229,0.0005962914,0.05258676,0.0001917355,0.0001738112,0.00007666697,0.006037785,0.0006665685,0.002347438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01300577,"threshold_uncertainty_score":0.06878197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245847628410358,"score_gpt":0.2812681513848834,"score_spread":0.2566833885438476,"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."}}