{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003585613,0.00006548151,0.0001329157,0.0001223409,0.0002698254,0.00002640659,0.00008253766,0.00004807435,0.00003791323],"category_scores_gemma":[0.0005234091,0.00005596437,0.00003709595,0.0001007647,0.00005261937,0.0003697982,0.00003240052,0.0004131161,0.00001183824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168795,"about_ca_system_score_gemma":0.001347072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008952933,"about_ca_topic_score_gemma":0.00000566296,"domain_scores_codex":[0.99892,0.0001845698,0.000331459,0.0001194315,0.0003116957,0.0001328168],"domain_scores_gemma":[0.9987031,0.0001148261,0.0002733507,0.00002388604,0.0006820774,0.0002027278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004617253,0.0003303418,0.02922312,0.0001473713,0.0001032708,6.171227e-7,0.056284,0.00000240378,0.003014992,0.02259835,0.03239704,0.8554368],"study_design_scores_gemma":[0.004011217,0.001400871,0.04710974,0.0004690332,0.00002502098,0.0002295937,0.1598186,0.001012633,0.0004077877,0.0160662,0.7691814,0.000267827],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775265,0.00007930439,0.000294257,0.01972363,0.001411536,0.0002223029,0.00000426003,0.00000866454,0.0007295468],"genre_scores_gemma":[0.9935356,0.0002124672,0.0009755725,0.002383697,0.002736688,0.00002432415,0.00001299336,0.000007534517,0.0001111138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8551689,"threshold_uncertainty_score":0.2389648,"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."}}