{"id":"W4205192205","doi":"10.1386/ijcm_00034_2","title":"Editorial","year":2021,"lang":"en","type":"editorial","venue":"International Journal of Community Music","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Psychology","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009229776,0.0002435507,0.0004410658,0.0004282914,0.0003183884,0.0009982097,0.002141084,0.0002990155,0.008878449],"category_scores_gemma":[0.001915142,0.0002262393,0.0003779781,0.00003732711,0.0002661582,0.0005198414,0.0003327379,0.003272404,0.0001254688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003414041,"about_ca_system_score_gemma":0.001454319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007895769,"about_ca_topic_score_gemma":0.001098195,"domain_scores_codex":[0.996074,0.000510527,0.0007788109,0.00008223895,0.002401132,0.0001532988],"domain_scores_gemma":[0.9872583,0.001622772,0.001193913,0.0003906389,0.009433357,0.0001010016],"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":[0.0000527951,0.0003374953,4.328017e-7,0.00001766107,0.0005187044,0.00002440394,0.03570294,0.00000243052,0.000004104625,0.00441385,0.9581845,0.0007406886],"study_design_scores_gemma":[0.0006633638,0.00009330051,0.000001154134,0.0002874114,0.00009675101,0.000006981069,0.007805766,2.426815e-7,0.000006217963,0.001958219,0.9888884,0.0001921643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005757889,0.0001445372,0.000005277156,0.0004765535,0.9399885,0.00004087438,0.0001946214,0.00001804916,0.05855578],"genre_scores_gemma":[0.001962399,0.00008943074,0.00003487141,0.000283944,0.9908528,0.000002532438,0.0004132509,0.00003715302,0.006323576],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0522322,"threshold_uncertainty_score":0.9990271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06110777448869109,"score_gpt":0.2982167603663952,"score_spread":0.2371089858777041,"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."}}