{"id":"W804913094","doi":"","title":"Ontario—By the Numbers: A Statistical Examination of Enrolment in Ontario Secondary School Music Classes","year":2007,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistical analysis; Mathematics education; Geography; Statistics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003809918,0.000324628,0.0007943458,0.005618614,0.00273079,0.001548247,0.001578356,0.0003887461,0.004348904],"category_scores_gemma":[0.01614703,0.0004164595,0.001299162,0.01800839,0.001550718,0.0009033891,0.002044808,0.0005437303,0.0005174325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03618955,"about_ca_system_score_gemma":0.04781057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870042,"about_ca_topic_score_gemma":0.9873957,"domain_scores_codex":[0.9896252,0.0009115696,0.0006470611,0.0008343716,0.006414892,0.001566905],"domain_scores_gemma":[0.9812928,0.002790426,0.004859868,0.0007969286,0.007977724,0.002282138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001854115,0.00001958314,0.9802989,0.00010995,0.0001461152,0.00009798296,0.003213428,0.0001998258,0.0001870982,0.0005314583,0.007534688,0.007475536],"study_design_scores_gemma":[0.000006488459,0.00002551082,0.9937034,0.00001594223,0.00001459319,0.000008373787,0.001518876,0.000176961,0.00002552854,0.0000327712,0.004464025,0.00000761008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292438,0.001133238,0.0007898767,0.002099813,0.00009166753,0.0003875975,0.04348929,0.0001070457,0.02265768],"genre_scores_gemma":[0.9825358,0.000389538,0.0003809359,0.0001091198,0.00002799022,0.0001966666,0.01005747,0.0000441573,0.006258309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03618955,"threshold_uncertainty_score":0.2625748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108832320841439,"score_gpt":0.3542103811470056,"score_spread":0.2453780603055666,"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."}}