{"id":"W4245672068","doi":"10.1002/mhw.31961","title":"In Case You Haven't Heard…","year":2019,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Numeracy; The arts; Haven; Literacy; Mathematics education; Psychology; Music education; Liberal arts education; Association (psychology); Pedagogy; Medical education; Higher education; Medicine; Visual arts; Political science; Art; Mathematics","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":["insufficient_payload"],"category_scores_codex":[0.0001591723,0.00008947627,0.0001399675,0.0001038091,0.0001939111,0.00006438061,0.00006559573,0.00001859446,0.01558322],"category_scores_gemma":[0.000001922938,0.00008416318,0.00003139575,0.00003196996,0.00005367239,0.0002286857,0.00002840289,0.0001021531,0.003556994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002224406,"about_ca_system_score_gemma":0.0001071933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007818601,"about_ca_topic_score_gemma":0.00667588,"domain_scores_codex":[0.9991655,0.00004734334,0.0002240608,0.000177652,0.000134982,0.0002504537],"domain_scores_gemma":[0.9996406,0.00001643625,0.00006243046,0.0001626642,0.00001955797,0.00009828762],"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":[0.00002229488,0.0003135359,0.00140329,0.0001243005,0.000007629962,0.0001038273,0.158017,0.000001261713,0.000005562965,0.1249724,0.7136071,0.001421861],"study_design_scores_gemma":[0.0004429788,0.00012419,0.0002726147,0.00003670073,9.036747e-7,0.00006307487,0.0318573,0.00001627945,0.000005207856,0.0001992963,0.9668903,0.00009109537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7646207,0.0001303534,2.579085e-7,0.07409444,0.005389583,0.0005506349,0.00006630366,0.00004508111,0.1551027],"genre_scores_gemma":[0.6544666,0.000006967724,0.00003150739,0.006158193,0.0002843769,0.00001250653,0.00002351877,0.00001157926,0.3390048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2532833,"threshold_uncertainty_score":0.9987884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05146060572117912,"score_gpt":0.295111824001792,"score_spread":0.2436512182806129,"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."}}