{"id":"W4390753720","doi":"10.1080/19424396.2023.2300495","title":"Impressions","year":2024,"lang":"en","type":"article","venue":"Journal of the California Dental Association","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dentistry; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002667544,0.00004760008,0.00006936363,0.00006153891,0.000179536,0.0002926987,0.0001357729,0.00002517602,0.001700679],"category_scores_gemma":[0.0001116483,0.0000266955,0.0001613404,0.00004121784,0.00002292218,0.0002207585,0.00002809565,0.0001657005,0.0004432177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004163322,"about_ca_system_score_gemma":0.00007004897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001443579,"about_ca_topic_score_gemma":0.00005073296,"domain_scores_codex":[0.9992933,0.00004769275,0.0002159743,0.00004047052,0.000326996,0.00007556439],"domain_scores_gemma":[0.9994621,0.0000897287,0.0002317585,0.00005162178,0.0001340881,0.00003069801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006946805,0.00008158369,0.005412329,0.00001994788,0.0001889236,0.000007086523,0.01705491,0.00001052448,0.0005553204,0.0513504,0.9243,0.001012079],"study_design_scores_gemma":[0.00009196866,0.0000122384,0.0009242156,0.00009641148,0.00007622198,0.00001232818,0.002118892,0.00006150022,0.0002199576,0.003490305,0.9928503,0.00004567061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883221,0.0005891754,0.00002884263,0.01472653,0.03360444,0.0001337467,0.0002028654,0.00005185648,0.06234047],"genre_scores_gemma":[0.9735098,0.000007526673,0.00001132123,0.000348012,0.001951794,0.000001022223,0.000001892563,0.000007093722,0.02416154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08518773,"threshold_uncertainty_score":0.9992119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879293999835423,"score_gpt":0.2318982612921298,"score_spread":0.2131053212937756,"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."}}