{"id":"W3087060312","doi":"","title":"Action research as a developmental tool for health and physical education teachers","year":2020,"lang":"en","type":"article","venue":"International Journal  of Curriculum and Instruction","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Curriculum; Action research; Action (physics); Professional development; Pedagogy; Nature versus nurture; Teacher education; Psychology; Interpersonal communication; Physical education; Mathematics education; Sociology; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1410607,0.001175122,0.001979782,0.006319165,0.006955652,0.01864418,0.005662582,0.006196868,0.01291788],"category_scores_gemma":[0.1145247,0.00233191,0.001150247,0.002710827,0.02099051,0.01571026,0.01650434,0.0124452,0.00493561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006829477,"about_ca_system_score_gemma":0.03273165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002323147,"about_ca_topic_score_gemma":0.005022625,"domain_scores_codex":[0.8968596,0.08603238,0.00455665,0.002207772,0.008689258,0.001654351],"domain_scores_gemma":[0.7643929,0.1826108,0.004543843,0.01776368,0.01612502,0.01456374],"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":[0.00009639457,0.00202317,0.003884699,0.002506669,0.00005876858,0.001519513,0.2953125,0.0006906794,0.002000119,0.2721119,0.07641615,0.3433795],"study_design_scores_gemma":[0.0001696638,0.0004414396,0.002185022,0.007227003,0.00005701982,0.001629786,0.1905841,0.001433695,0.001795561,0.19701,0.5973246,0.0001421265],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02807545,0.005213309,0.485977,0.1974343,0.003664561,0.006965189,0.0007811208,0.004050661,0.2678384],"genre_scores_gemma":[0.1327937,0.003305936,0.8243749,0.007800373,0.0002496393,0.008087568,0.0003421814,0.0004528409,0.02259291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1410607,"threshold_uncertainty_score":0.7460092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1561684842330017,"score_gpt":0.5640507576432848,"score_spread":0.4078822734102832,"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."}}