{"id":"W4229846065","doi":"10.3102/0013189x034001030","title":"Professional Development and Training Courses April 10–14, 2005, Montréal","year":2005,"lang":"en","type":"article","venue":"Educational Researcher","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Professional development; Training (meteorology); Mathematics education; Faculty development; Pedagogy; Psychology; Sociology; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001128234,0.001250503,0.0006306273,0.001060787,0.007413386,0.002278656,0.002634324,0.0017195,0.5545353],"category_scores_gemma":[0.001114718,0.0005852241,0.0004594723,0.0008029328,0.001064859,0.0007356594,0.001923663,0.001105718,0.1474834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01566033,"about_ca_system_score_gemma":0.01795516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6111708,"about_ca_topic_score_gemma":0.9033507,"domain_scores_codex":[0.9992219,0.00005867996,0.00001156346,0.0001473237,0.0001858663,0.0003746363],"domain_scores_gemma":[0.9982079,0.00006902128,0.0000311909,0.00005340677,0.00044539,0.001193111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004166468,0.0004709211,0.002263314,0.00008038245,0.000008675974,0.000214971,0.0004620684,0.000368014,0.001227354,0.002673311,0.9392287,0.05258563],"study_design_scores_gemma":[0.00007010265,0.0001625025,0.01639,0.00009009431,0.000008930479,0.00002608143,0.0007912497,0.0004274532,0.001233332,0.0005697775,0.9802122,0.00001831762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.035639,0.001978187,0.001804568,0.02027876,0.004594988,0.000756969,0.01088458,0.002171178,0.9218918],"genre_scores_gemma":[0.01021398,0.0001512737,0.0002351158,0.0001989815,0.00005614447,0.00002963093,0.0005923886,0.00005210243,0.9884704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6111708,"threshold_uncertainty_score":0.7822381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374057728822236,"score_gpt":0.4477289133471052,"score_spread":0.3103231404648816,"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."}}