{"id":"W4386237748","doi":"10.3102/2003530","title":"Educational Leadership Practices in Student Success Policy Making in the Government of Ontario","year":2023,"lang":"en","type":"article","venue":"","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Educational leadership; Public relations; Computer science; Political science; Business; Sociology; Pedagogy","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":[0.007932045,0.0001218082,0.0002843872,0.00143363,0.01512132,0.008156835,0.001308928,0.00157096,0.004740108],"category_scores_gemma":[0.0287717,0.0003266275,0.0002492544,0.002944481,0.004872633,0.001403415,0.003107798,0.002442715,0.0003079697],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1703363,"about_ca_system_score_gemma":0.3808933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9803083,"about_ca_topic_score_gemma":0.995195,"domain_scores_codex":[0.9880624,0.003125143,0.0004124697,0.0003949701,0.003674725,0.004330314],"domain_scores_gemma":[0.9479074,0.01199639,0.003633494,0.0007697397,0.01367132,0.02202163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005048893,0.0004166759,0.5691178,0.000642989,0.0001568833,0.00130691,0.09634084,0.005374119,0.001183894,0.1000753,0.07892254,0.145957],"study_design_scores_gemma":[0.00009652385,0.0001872579,0.6130605,0.0006108272,0.00007799926,0.0001124954,0.1703619,0.003725378,0.001044894,0.006959142,0.2036351,0.0001279863],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8149738,0.001276142,0.0007011486,0.09431136,0.000204484,0.0002232956,0.0004761612,0.00005639443,0.0877772],"genre_scores_gemma":[0.9826366,0.0003941255,0.0003864692,0.001070169,0.0000202133,0.00002463364,0.00005104282,0.00001514101,0.01540148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8296638,"threshold_uncertainty_score":0.9622923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5950445807908612,"score_gpt":0.6119812701875255,"score_spread":0.01693668939666426,"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."}}