{"id":"W7033100279","doi":"","title":"PROBLEMS OF PRACTICE: CANADIAN CASES IN LEADERSHIP AND POLICY","year":2017,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Higher education; Graduate students; Educational leadership; Continuing education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01861073,0.0007879884,0.0005617863,0.004223033,0.05327667,0.01478621,0.005733684,0.009462685,0.00708099],"category_scores_gemma":[0.04178211,0.0006936564,0.0007082236,0.01094243,0.02566918,0.005162799,0.008750305,0.00715377,0.0004823525],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2071122,"about_ca_system_score_gemma":0.2757935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9805885,"about_ca_topic_score_gemma":0.991044,"domain_scores_codex":[0.9641784,0.01276257,0.0008795724,0.001120697,0.0106017,0.01045693],"domain_scores_gemma":[0.9724026,0.01259475,0.001545787,0.001135492,0.007396392,0.004924968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004919672,0.0001665082,0.005524654,0.0003566825,0.0000197789,0.00909163,0.2244177,0.001360052,0.0002279493,0.5345166,0.1626947,0.06157463],"study_design_scores_gemma":[0.00002196328,0.00002536223,0.005358418,0.0007203769,0.0000153867,0.001304324,0.3402946,0.001060726,0.00020751,0.01948166,0.6313995,0.0001100656],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1606275,0.02058012,0.005772148,0.2507904,0.003108076,0.0004499448,0.0002779406,0.0001711767,0.5582227],"genre_scores_gemma":[0.9246268,0.009791235,0.006141745,0.01160652,0.0002061698,0.0002092809,0.0001265617,0.0001014917,0.04719024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7928878,"threshold_uncertainty_score":0.9196375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213993285378678,"score_gpt":0.3247776615450842,"score_spread":0.2033783330072164,"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."}}