{"id":"W216920898","doi":"","title":"Steeped in Study: Remote Canadian School District Approaches Professional Learning with a Passion.","year":2005,"lang":"en","type":"article","venue":"˜The œJournal of staff development","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Passion; Professional development; Faculty development; School district; Mathematics education; Pedagogy; Psychology; Professional learning community; Medical education; Medicine; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002539329,0.00009953661,0.0001625188,0.0002251282,0.0006570862,0.00006547989,0.0002787181,0.00004922758,0.0001161619],"category_scores_gemma":[0.00007957599,0.00005974276,0.00002241195,0.0004374737,0.00005020171,0.0001561356,0.00002118478,0.0003727081,0.00002150832],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007201112,"about_ca_system_score_gemma":0.006210329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03226225,"about_ca_topic_score_gemma":0.472488,"domain_scores_codex":[0.9980449,0.0004808454,0.0004418631,0.0000954069,0.0006196247,0.0003173661],"domain_scores_gemma":[0.9990044,0.000100954,0.0003085424,0.00008075812,0.0001566502,0.000348754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009301856,0.0004521696,0.415009,0.00001230777,0.00009800025,0.00003166464,0.4583348,0.0005739164,0.000003754618,0.0002637998,0.004211594,0.120916],"study_design_scores_gemma":[0.0005143474,0.00009260737,0.2702433,0.0001390208,0.000007748336,0.00001506497,0.3141838,0.00001862941,0.000004287251,0.00001615692,0.4146247,0.0001402663],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898278,0.00008724244,0.00008915277,0.0047465,0.0001867019,0.0003530715,5.115812e-7,0.00000627794,0.004702788],"genre_scores_gemma":[0.9932897,0.00001421952,0.001110629,0.00009167223,0.0003444355,0.000006643353,8.136133e-7,0.000008551163,0.005133321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4402258,"threshold_uncertainty_score":0.9994236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04804925547134861,"score_gpt":0.3106766490062066,"score_spread":0.262627393534858,"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."}}