{"id":"W1892891591","doi":"10.33524/cjar.v12i2.14","title":"Teachers Learning Together: The Math Journey","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Action research; Christian ministry; Facilitation; Pedagogy; Mathematics education; Action learning; Action (physics); Psychology; Medical education; Political science; Teaching method; Cooperative learning; 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":[],"consensus_categories":[],"category_scores_codex":[0.006917469,0.0008775092,0.001147428,0.001597715,0.04330354,0.01943672,0.002406354,0.005545537,0.04323034],"category_scores_gemma":[0.01121609,0.0008080975,0.0006642742,0.001146798,0.01534748,0.02012553,0.01619538,0.01587957,0.01366062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01523009,"about_ca_system_score_gemma":0.03173768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0876952,"about_ca_topic_score_gemma":0.2125035,"domain_scores_codex":[0.995053,0.001613262,0.0001348861,0.0005098656,0.001284624,0.00140433],"domain_scores_gemma":[0.9850891,0.00101007,0.000493856,0.0003282224,0.001130121,0.01194859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005580822,0.0001405378,0.001602202,0.0003401387,0.000021545,0.001306952,0.2842059,0.00006444773,0.0005314114,0.06538209,0.5570545,0.08929459],"study_design_scores_gemma":[0.000006969009,0.00003768111,0.0005823091,0.0002325558,0.000003650631,0.0002401082,0.07427558,0.00001356154,0.00006404054,0.007305218,0.9172231,0.00001515949],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01644348,0.02997856,0.001608555,0.7921196,0.01324961,0.0001064608,0.0003126033,0.0003563193,0.1458248],"genre_scores_gemma":[0.281363,0.03937985,0.006510337,0.1221717,0.005818629,0.0003857683,0.000419709,0.0007561113,0.543195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0876952,"threshold_uncertainty_score":0.1743695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6720382289370175,"score_gpt":0.511470387295441,"score_spread":0.1605678416415764,"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."}}