{"id":"W2494099542","doi":"10.1007/978-94-6209-716-2","title":"Speaking of Learning…","year":2014,"lang":"en","type":"book","venue":"SensePublishers eBooks","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oklahoma State University","keywords":"Psychology; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002517731,0.0003219023,0.0004854444,0.0003818814,0.0002129463,0.0005328946,0.0003234957,0.0002063065,0.008065229],"category_scores_gemma":[0.00007396287,0.0003062715,0.0002419293,0.000009167156,0.0006695411,0.0001710442,0.00008997355,0.0005764482,0.000367361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171965,"about_ca_system_score_gemma":0.000461263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001879016,"about_ca_topic_score_gemma":0.0005683593,"domain_scores_codex":[0.9983879,0.00007711108,0.0004565997,0.0003605892,0.0004507451,0.0002670346],"domain_scores_gemma":[0.9982038,0.0001483065,0.0006182128,0.0004351951,0.0004978056,0.00009668415],"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":[0.000004224432,0.000007694948,0.000001204422,0.00008958745,0.00007760187,0.000003476052,0.03266834,0.000001315199,0.000001536477,0.3991641,0.5647502,0.003230767],"study_design_scores_gemma":[0.0001736944,0.00006003073,6.972026e-7,0.0001950381,0.00008401083,0.000002321075,0.003312285,0.000004074833,0.00001017861,0.0081549,0.9876803,0.0003224666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002221289,0.00003859974,0.000003670136,0.00006406815,0.00401397,0.0001942214,0.0000150298,0.0001627391,0.9952856],"genre_scores_gemma":[0.005428412,6.775447e-7,0.0000365656,0.0003197742,0.002962806,0.000005343941,0.0001148141,0.00009198241,0.9910396],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4229301,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759255103499404,"score_gpt":0.2139455794682571,"score_spread":0.176353028433263,"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."}}