{"id":"W2882995349","doi":"","title":"Learning about teaching through research and vice versa: Towards developing methods in graduate coursework","year":2018,"lang":"en","type":"article","venue":"Mathematics teacher education and development","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Coursework; Mathematics education; Task (project management); Curriculum; Process (computing); Reading (process); Connected Mathematics; Teaching method; Core-Plus Mathematics Project; Pedagogy; Computer science; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.142303,0.0009185326,0.0007067723,0.003752667,0.003493898,0.01824298,0.004552445,0.003336357,0.002719914],"category_scores_gemma":[0.1149711,0.001153492,0.001275302,0.0019283,0.01889358,0.01410954,0.01721716,0.006948364,0.001109906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004914072,"about_ca_system_score_gemma":0.01805523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008570894,"about_ca_topic_score_gemma":0.001359147,"domain_scores_codex":[0.8914051,0.09062351,0.003439702,0.005181143,0.007508534,0.001842125],"domain_scores_gemma":[0.8334938,0.1166291,0.007463256,0.02475277,0.009693597,0.007967472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005020047,0.0008895745,0.01245707,0.001173324,0.00002856769,0.0004080828,0.4419464,0.0005709779,0.006399429,0.08373234,0.002524405,0.4498196],"study_design_scores_gemma":[0.0002091582,0.001768932,0.01804291,0.008386839,0.00008829735,0.003814257,0.2974963,0.006428145,0.01586085,0.2289421,0.4187233,0.0002388405],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1515134,0.002478355,0.7900987,0.01312184,0.0004608725,0.003047145,0.00005073338,0.0007607719,0.03846822],"genre_scores_gemma":[0.2244533,0.001589612,0.7658096,0.001466112,0.0001000537,0.001627575,0.00007487961,0.0001994869,0.004679398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.142303,"threshold_uncertainty_score":0.7525795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2618724223831446,"score_gpt":0.5444966284961555,"score_spread":0.2826242061130109,"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."}}