{"id":"W4391977987","doi":"10.51644/9781554583867-002","title":"Preface and Acknowledgements","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Memorial University of Newfoundland; Université de Moncton","keywords":"History","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002380346,0.0008018604,0.0007675604,0.002726526,0.004550572,0.00464039,0.001861053,0.001465864,0.193353],"category_scores_gemma":[0.02356331,0.0003886316,0.0006120997,0.002467382,0.001101007,0.002875203,0.002736709,0.004666223,0.1274748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004713734,"about_ca_system_score_gemma":0.005164727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01901317,"about_ca_topic_score_gemma":0.01488256,"domain_scores_codex":[0.9973657,0.0003972139,0.000192947,0.000414804,0.00138679,0.0002425495],"domain_scores_gemma":[0.9831542,0.002285652,0.0005073122,0.0009956814,0.01152427,0.001532775],"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":[0.00002553839,0.00001154637,0.000121634,0.0001194147,0.000002250094,0.00007227067,0.0004329872,0.00004771136,0.0001081861,0.006499633,0.9706126,0.02194629],"study_design_scores_gemma":[0.000002351904,0.000006814193,0.000204449,0.0001077532,0.000001254648,0.00004939906,0.0001795807,0.00002085485,0.00004399282,0.0008306784,0.9985474,0.000005314765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002583107,0.01287055,0.008361845,0.07438301,0.2808977,0.000897181,0.01455105,0.002515706,0.6029398],"genre_scores_gemma":[0.01339137,0.008338917,0.004653452,0.0145125,0.03928667,0.0006780126,0.01244211,0.001811432,0.9048855],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.193353,"threshold_uncertainty_score":0.6468301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08368025683408559,"score_gpt":0.236098620178955,"score_spread":0.1524183633448694,"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."}}