{"id":"W2917189213","doi":"10.1002/nha3.20239","title":"Mad Studies and Mad–Positive Music","year":2019,"lang":"en","type":"article","venue":"New Horizons in Adult Education and Human Resource Development","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Art","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":[0.0001290896,0.0001551664,0.0001560997,0.0002379648,0.0002692959,0.00008145017,0.0001194293,0.00004548229,0.00007079569],"category_scores_gemma":[0.00009066558,0.0001447708,0.00001447058,0.0002294678,0.0001336745,0.0001606986,0.0001076707,0.000143333,0.00006630091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103447,"about_ca_system_score_gemma":0.0001959932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003585478,"about_ca_topic_score_gemma":0.00009390798,"domain_scores_codex":[0.9987131,0.00006252047,0.0002307863,0.0005429191,0.0002162746,0.0002344446],"domain_scores_gemma":[0.9995526,0.00006047739,0.00007138088,0.0001589447,0.00003716026,0.0001194556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006619134,0.0006166574,0.0169765,0.0001945741,0.00001240527,0.00001133496,0.1179939,0.00000680588,0.4221932,0.03180395,0.0146463,0.3954782],"study_design_scores_gemma":[0.0015193,0.000349024,0.8087938,0.0005626587,0.00001480491,0.00007686228,0.02482261,0.00001513541,0.02267634,0.001519556,0.1389038,0.0007460884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925098,0.00005242336,0.000006143709,0.0005945985,0.0003859531,0.0003518098,9.155344e-7,0.0000329978,0.006065357],"genre_scores_gemma":[0.9839558,0.0000853956,0.0003952796,0.002462452,0.00008351477,0.00003623821,0.000003839433,0.00001152036,0.01296593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7918173,"threshold_uncertainty_score":0.590358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03815712769763609,"score_gpt":0.3148042986964206,"score_spread":0.2766471709987846,"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."}}