{"id":"W2351993484","doi":"","title":"Faculty Development in Canada:Policies and Practices","year":2011,"lang":"en","type":"article","venue":"Waiguo jiaoyu yanjiu","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globalization; Higher education; Element (criminal law); Political science; Social change; Quality (philosophy); Perspective (graphical); Economic growth; Public relations; Economics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00681578,0.0003083513,0.0004077655,0.005361775,0.0227956,0.01184829,0.002664956,0.002585968,0.00639422],"category_scores_gemma":[0.01505836,0.0005273611,0.0003965007,0.01174149,0.007699461,0.002116374,0.004518911,0.002466086,0.0004584916],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2702107,"about_ca_system_score_gemma":0.5412973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909188,"about_ca_topic_score_gemma":0.9948611,"domain_scores_codex":[0.9886091,0.001025179,0.0003665754,0.0007065131,0.004878275,0.004414482],"domain_scores_gemma":[0.9752359,0.001819878,0.001111323,0.0004732722,0.009699035,0.01166064],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001500966,0.0002681358,0.09960915,0.0009322288,0.00008384268,0.001172451,0.04644409,0.002592483,0.00192998,0.3996493,0.1490762,0.2980921],"study_design_scores_gemma":[0.00003991327,0.00004731987,0.1067682,0.0006958808,0.00003427812,0.0001614808,0.03044483,0.001105764,0.001119508,0.008628382,0.850825,0.0001295444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2749273,0.02598184,0.00313129,0.273055,0.0007891157,0.0006189701,0.003258406,0.0004639936,0.417774],"genre_scores_gemma":[0.8511323,0.01237674,0.004412496,0.01487039,0.0001368878,0.0001446163,0.0005216104,0.000100961,0.116304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9931842,"threshold_uncertainty_score":0.8464522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08263724061961623,"score_gpt":0.3448382050556396,"score_spread":0.2622009644360234,"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."}}