{"id":"W4253420186","doi":"10.1007/978-981-13-1710-1_35-1","title":"Advancing an Epistemology of Practice for Research in Self-Study of Teacher Education Practices","year":2019,"lang":"en","type":"book-chapter","venue":"Springer international handbooks of education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Practicum; Teacher education; Pedagogy; Mathematics education; Psychology; Epistemology","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":[0.1080012,0.001417039,0.00277255,0.007713905,0.01016767,0.03638701,0.005077119,0.01149872,0.006539513],"category_scores_gemma":[0.08140521,0.00136239,0.001453096,0.005862839,0.13868,0.05096274,0.01651467,0.02307205,0.001683661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01098702,"about_ca_system_score_gemma":0.02685381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002541373,"about_ca_topic_score_gemma":0.00321686,"domain_scores_codex":[0.9078633,0.07672895,0.003470157,0.003003656,0.007287664,0.001646216],"domain_scores_gemma":[0.7035809,0.2549497,0.004500803,0.02081902,0.01241942,0.003730096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003727969,0.0000223566,0.00009945295,0.0001384778,0.000004928359,0.0000259209,0.01666213,0.00004616654,0.00003885593,0.9741096,0.001853402,0.006995021],"study_design_scores_gemma":[0.00001365543,0.00001040869,0.0001119699,0.000797177,0.000006787526,0.0000582497,0.01223685,0.000248756,0.00007944186,0.9570783,0.02934805,0.00001026851],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01278941,0.03565066,0.3258323,0.3237197,0.006712646,0.0005122381,0.0001832905,0.0003300908,0.2942696],"genre_scores_gemma":[0.6753725,0.01658587,0.2451079,0.02710883,0.004572283,0.004142987,0.0002295821,0.0005360915,0.02634395],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1080012,"threshold_uncertainty_score":0.5711715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2244103258984827,"score_gpt":0.5263733048020471,"score_spread":0.3019629789035645,"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."}}