{"id":"W4223928189","doi":"10.1007/s12136-022-00518-z","title":"Musical Types and Musical Flexibility","year":2022,"lang":"en","type":"article","venue":"Acta Analytica","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Musical; Musical form; Flexibility (engineering); Security token; Computer science; New Interfaces for Musical Expression; Musical composition; Speech recognition; Art; Visual arts; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005111792,0.0002323168,0.0002008252,0.0009660347,0.0003592542,0.002844053,0.000371754,0.0004036508,0.007408377],"category_scores_gemma":[0.003727197,0.000169678,0.000205133,0.0007570476,0.00144309,0.0017873,0.001221821,0.000550204,0.000449453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000247164,"about_ca_system_score_gemma":0.0001485611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005067796,"about_ca_topic_score_gemma":0.0006389265,"domain_scores_codex":[0.9997378,0.00006015844,0.00001877824,0.00005550487,0.00008984951,0.00003786645],"domain_scores_gemma":[0.9989094,0.000471861,0.0002402189,0.0001664467,0.000081192,0.000130941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00398136,0.0003044751,0.245364,0.000402737,0.0004798172,0.002401414,0.01158956,0.004709212,0.1331915,0.3045674,0.001754272,0.2912543],"study_design_scores_gemma":[0.0001015707,0.0002259181,0.6540433,0.00006150627,0.0001422056,0.002135485,0.005629356,0.00333584,0.003887878,0.3240211,0.006335765,0.00007996015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935994,0.00109014,0.004500283,0.0005832959,0.00005527522,0.000009254364,0.0001360469,0.00003019281,0.05760149],"genre_scores_gemma":[0.9982257,0.0001459154,0.00043303,0.00002497916,0.00002010824,0.000002927207,0.0000294921,0.000006928642,0.001110887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007408377,"threshold_uncertainty_score":0.02478349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05772973159313016,"score_gpt":0.308653309475516,"score_spread":0.2509235778823858,"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."}}