{"id":"W2762986762","doi":"","title":"Characteristics of mathematics classroom teaching in elementary schools in Chongqing, China: Canadian mathematics teachers’ perspectives.","year":2017,"lang":"en","type":"article","venue":"2017 Conference of the Canadian Society for the Study of Education","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Connected Mathematics; Reform mathematics; Core-Plus Mathematics Project; Perspective (graphical); Pedagogy; China; Everyday Mathematics; Mathematics; Psychology; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002311587,0.0003819424,0.0004025902,0.003811858,0.01108466,0.002868848,0.001292009,0.0005865202,0.001784386],"category_scores_gemma":[0.005575905,0.0004333912,0.0003168997,0.009765253,0.003191615,0.001182817,0.002288991,0.0009382688,0.0001052323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04858402,"about_ca_system_score_gemma":0.06551795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9785684,"about_ca_topic_score_gemma":0.9915189,"domain_scores_codex":[0.9975606,0.0003441831,0.0001366187,0.0003192729,0.0007740429,0.0008652242],"domain_scores_gemma":[0.9944892,0.0007889072,0.001057566,0.000164083,0.001850238,0.001649953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005856988,0.00004344349,0.4597038,0.0001322549,0.00002333222,0.0005810862,0.5171911,0.000163792,0.001397959,0.002067012,0.001028254,0.01760939],"study_design_scores_gemma":[0.000003584731,0.00002775982,0.7097123,0.00004654268,0.00001201236,0.0001401169,0.2834866,0.0001390515,0.0001514415,0.0001022267,0.006142489,0.00003586165],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959342,0.0003631104,0.00006500213,0.000535181,0.000005973182,0.00001420608,0.0001751146,0.000004164433,0.002903008],"genre_scores_gemma":[0.9989121,0.0002390194,0.000114565,0.0000423938,0.00000147548,0.000008979684,0.0001030622,0.00000291694,0.000575503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9785684,"threshold_uncertainty_score":0.3525034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09627643391952151,"score_gpt":0.3742944170921856,"score_spread":0.2780179831726641,"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."}}