{"id":"W2794907253","doi":"10.1163/27730840-04802001","title":"Developing Teachers as the Learning Profession: Findings from the State of Educators’ Professional Learning in Canada Study","year":2016,"lang":"en","type":"article","venue":"Scottish Educational Review","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional learning community; Professional development; Diversity (politics); Professional studies; Pedagogy; Faculty development; Psychology; Collaborative learning; Open learning; Cooperative learning; Teaching method; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008805518,0.000211372,0.0009592345,0.004397872,0.007729329,0.007031804,0.001655559,0.0007713072,0.00159611],"category_scores_gemma":[0.02706871,0.0002893216,0.0003866848,0.01530517,0.003934009,0.001310236,0.002584834,0.001119292,0.0001086536],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09348871,"about_ca_system_score_gemma":0.2740692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943367,"about_ca_topic_score_gemma":0.9970867,"domain_scores_codex":[0.9908381,0.001283996,0.0007095858,0.0005961503,0.004715625,0.001856626],"domain_scores_gemma":[0.9579781,0.01037776,0.004684231,0.0009180039,0.02199219,0.004049714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006515522,0.0001813565,0.2600487,0.007622215,0.0002832844,0.00208775,0.3722726,0.0006805121,0.001304657,0.01175859,0.02253287,0.3205759],"study_design_scores_gemma":[0.00005835709,0.0001661388,0.6356522,0.004550843,0.0003672794,0.0004466251,0.2331306,0.000246451,0.0008327123,0.00052251,0.1238653,0.0001609182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8830347,0.06296145,0.0003299255,0.01672545,0.00012652,0.0001699774,0.001579231,0.00003155964,0.03504119],"genre_scores_gemma":[0.9801242,0.01699576,0.0001875645,0.0007877704,0.00001619817,0.00002547419,0.0002146307,0.000008301518,0.001640052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9065113,"threshold_uncertainty_score":0.6783112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09820060933577568,"score_gpt":0.4238995539926096,"score_spread":0.3256989446568339,"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."}}