{"id":"W2909771870","doi":"","title":"Implementing Action Research in a Teacher Preparation Program: Resistance, Reflection, Recognition","year":2018,"lang":"en","type":"article","venue":"2018 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":"Nipissing University","funders":"","keywords":"Rowan; Action research; Action (physics); Resistance (ecology); Pedagogy; Mathematics education; Teacher education; Reflection (computer programming); Miller; Perspective (graphical); Psychology; Sociology; Medical education; Computer science; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2013821,0.001061414,0.001032734,0.002150449,0.01100677,0.01710798,0.004895182,0.007028266,0.001090675],"category_scores_gemma":[0.2645992,0.001283392,0.0009837549,0.0008900312,0.03080093,0.008825154,0.01460903,0.01594305,0.0004058873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009347236,"about_ca_system_score_gemma":0.03021478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376442,"about_ca_topic_score_gemma":0.002995378,"domain_scores_codex":[0.5951532,0.3589268,0.005538755,0.007748101,0.02435868,0.008274511],"domain_scores_gemma":[0.646813,0.2724613,0.0191453,0.02519765,0.02590722,0.01047549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001734239,0.001132227,0.00975185,0.0007529334,0.00007557437,0.001258026,0.8232159,0.0006864005,0.003395156,0.04822811,0.004206778,0.1071236],"study_design_scores_gemma":[0.0001346214,0.001463957,0.005407153,0.002722378,0.00006557209,0.002545862,0.816645,0.003469725,0.004951044,0.04076082,0.1216434,0.0001903862],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.649656,0.002809473,0.1422984,0.1351573,0.002150903,0.003047423,0.00002618936,0.0004434167,0.06441096],"genre_scores_gemma":[0.9418739,0.0007650792,0.04169632,0.00782957,0.0001264638,0.001363836,0.00001804425,0.0001269699,0.006199787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2013821,"threshold_uncertainty_score":0.9848381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4896028668364317,"score_gpt":0.5308468474862686,"score_spread":0.04124398064983698,"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."}}