{"id":"W4205877977","doi":"10.1186/s40561-021-00184-5","title":"Self-regulated learning, self-determination theory and teacher candidates’ development of competency-based teaching practices","year":2022,"lang":"en","type":"article","venue":"Smart Learning Environments","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Metacognition; Psychology; Self-regulated learning; Pedagogy; Mathematics education; Action research; Cognition","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":[0.002217573,0.00009873551,0.0001069292,0.0005085875,0.0005881786,0.002093957,0.0002549111,0.0003017457,0.001124649],"category_scores_gemma":[0.005150836,0.00008058442,0.000113758,0.0001553044,0.001511967,0.0004070363,0.0009744602,0.0006823384,0.0001118406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000595356,"about_ca_system_score_gemma":0.001286767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005278053,"about_ca_topic_score_gemma":0.001190651,"domain_scores_codex":[0.9987552,0.0007781944,0.00003944715,0.00007753619,0.0002363964,0.0001132127],"domain_scores_gemma":[0.9953726,0.00161471,0.001246474,0.0001958612,0.0004370795,0.001133171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001832701,0.003644132,0.5006937,0.0003597357,0.00007571445,0.0009432828,0.07432451,0.002500236,0.009912145,0.1047961,0.00237927,0.3001879],"study_design_scores_gemma":[0.00007640276,0.001682224,0.8409557,0.0004983473,0.0000439389,0.001028914,0.06813189,0.0106822,0.006500428,0.04570699,0.02459397,0.00009896488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747239,0.0002629902,0.00420899,0.0007287367,0.00001689785,0.00004825296,0.000006577041,0.00001320416,0.01999045],"genre_scores_gemma":[0.9981592,0.00005365232,0.00105729,0.00002005653,0.000001871318,0.00001587598,0.000003613588,0.000001374588,0.0006871044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002217573,"threshold_uncertainty_score":0.01172781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062078381802719,"score_gpt":0.2702400600974789,"score_spread":0.2596192762794517,"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."}}