{"id":"W3197954734","doi":"10.23977/aetp.2021.56021","title":"On Allegro Art","year":2021,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inheritance (genetic algorithm); Art; Visual arts; Contemporary art; Singing; Art methodology; Work of art; Modern art; Aesthetics; Art history; Performance art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008457651,0.0005192596,0.0002597757,0.002065011,0.003527289,0.003267126,0.0005019198,0.00183502,0.01332107],"category_scores_gemma":[0.001556394,0.0001780218,0.0002953083,0.001406364,0.01323796,0.004815226,0.002914227,0.003201923,0.002569336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002196696,"about_ca_system_score_gemma":0.001185239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00525097,"about_ca_topic_score_gemma":0.008572754,"domain_scores_codex":[0.9989742,0.0003477643,0.00003583543,0.0001640931,0.0003076202,0.000170515],"domain_scores_gemma":[0.9995775,0.0002214992,0.00003658501,0.00005199664,0.00007625123,0.00003622674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002304142,0.00001934674,0.0005847388,0.0001250103,0.000004136613,0.0002467742,0.009504812,0.00008853382,0.000291264,0.9174405,0.02279156,0.04888026],"study_design_scores_gemma":[0.000003028872,0.00002531356,0.001510927,0.0004238703,0.000004618417,0.0002913786,0.002031947,0.00007183604,0.0003125189,0.04469176,0.9506181,0.0000146737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01710504,0.04846273,0.00292849,0.01733996,0.00328052,0.00003087804,0.00007361762,0.00004846668,0.9107304],"genre_scores_gemma":[0.4889408,0.081802,0.002571924,0.02149386,0.008453796,0.00006972822,0.0001367296,0.0001506972,0.3963804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01332107,"threshold_uncertainty_score":0.04456341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724637868846614,"score_gpt":0.4066857113152235,"score_spread":0.3894393326267574,"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."}}