{"id":"W2171477645","doi":"10.33524/cjar.v12i3.18","title":"CAPACITY BUILDING IN COLLABORATIVE ACTION RESEARCH An Elementary Teachers’ Federation of Ontario (ETFO) Initiative","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Action research; Facilitation; Pedagogy; Action (physics); Mathematics education; School teachers; Psychology; Political science; Medical education; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.1129912,0.0004748187,0.0008205922,0.002299674,0.0262533,0.01188905,0.004615895,0.004845954,0.007121496],"category_scores_gemma":[0.0764354,0.0009585447,0.0007715204,0.00343418,0.01836582,0.009098763,0.01652514,0.004881684,0.000611227],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09194545,"about_ca_system_score_gemma":0.3559497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8538675,"about_ca_topic_score_gemma":0.9215685,"domain_scores_codex":[0.9368199,0.03638772,0.002176301,0.003491091,0.01020806,0.010917],"domain_scores_gemma":[0.8368857,0.05175322,0.006940467,0.009601865,0.03528967,0.05952914],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002109377,0.0003214871,0.009566191,0.001445494,0.00005813825,0.001162687,0.306608,0.001316157,0.001360464,0.146593,0.3686313,0.1627261],"study_design_scores_gemma":[0.00008417178,0.00008188883,0.01083247,0.00111846,0.00001923745,0.0001432757,0.1185027,0.000700474,0.0004140284,0.01729687,0.8507089,0.00009752754],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1015428,0.01318648,0.03743536,0.6433373,0.006380568,0.004382876,0.001195177,0.000477831,0.1920615],"genre_scores_gemma":[0.8379561,0.006512895,0.06288826,0.0140545,0.0007710007,0.004253548,0.0007455376,0.0002465761,0.0725716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9080545,"threshold_uncertainty_score":0.6671141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7012186603751404,"score_gpt":0.5575590910381034,"score_spread":0.1436595693370369,"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."}}