{"id":"W2626624493","doi":"","title":"Attitudes Regarding Mathematics Teaching and Learning in Canada and China","year":2017,"lang":"en","type":"article","venue":"2017 Conference of the Canadian Society for the Study of Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Mathematics education; China; Subject (documents); Teaching method; Reciprocal; Pedagogy; Psychology; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00120047,0.00005792724,0.0001156658,0.00001610189,0.002797931,0.00009369701,0.0003368169,0.0000262962,0.000003768651],"category_scores_gemma":[0.001185576,0.00004186763,0.00003339605,0.00002616081,0.0002975071,0.00009348711,0.00003492915,0.0002051768,3.849871e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260674,"about_ca_system_score_gemma":0.003647525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971849,"about_ca_topic_score_gemma":0.9997061,"domain_scores_codex":[0.9994268,0.00009396393,0.0001195224,0.00009343683,0.0001300755,0.0001361324],"domain_scores_gemma":[0.9992189,0.0002084365,0.0002312879,0.0002033604,0.00008215632,0.00005584972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[9.331343e-7,0.00003944409,0.3416193,0.00004039767,0.00004710651,9.302359e-9,0.641106,0.000003035496,0.000003928305,0.003929097,0.0009137898,0.012297],"study_design_scores_gemma":[0.00007557743,0.00000714001,0.4907072,0.00004324513,0.00002041036,9.148521e-8,0.5079697,0.00003342643,0.000001006563,0.0002545765,0.0008540261,0.00003349929],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718047,0.0001665996,0.000003157824,0.02521301,0.0002872876,0.0004515362,0.000002378946,0.000001844871,0.002069423],"genre_scores_gemma":[0.9986215,0.00003991829,0.0002299829,0.000048104,0.00004641532,0.00002433522,3.071343e-7,0.000003621915,0.000985768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.149088,"threshold_uncertainty_score":0.9985003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269245353780429,"score_gpt":0.3701809953417742,"score_spread":0.2432564599637313,"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."}}