{"id":"W3142181500","doi":"10.34577/00004463","title":"Policy Brief: Strengthening the Evaluative Mechanism for Ontario’s Strategic Mandate Agreement (SMA) in the Provincial Post- Secondary Education Sector","year":2019,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mandate; Mechanism (biology); Political science; SMA*; Public administration; Law; Epistemology; Computer science; Philosophy","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":[0.08692353,0.0007777484,0.001080034,0.003795188,0.01633383,0.01955489,0.006868008,0.03388522,0.01604665],"category_scores_gemma":[0.1607386,0.001671943,0.001868126,0.003599626,0.00758015,0.008285993,0.006214712,0.01230755,0.001923402],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.182037,"about_ca_system_score_gemma":0.7078733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9538018,"about_ca_topic_score_gemma":0.9783735,"domain_scores_codex":[0.9308051,0.01530258,0.004766758,0.002549293,0.02803699,0.01853936],"domain_scores_gemma":[0.7189435,0.09875615,0.01009277,0.007468892,0.1121981,0.05254057],"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":[0.0003173579,0.000304271,0.01026305,0.001251357,0.00009544064,0.0006388837,0.004620817,0.002181014,0.001987742,0.05652222,0.8941058,0.02771203],"study_design_scores_gemma":[0.0004539944,0.0002488681,0.03736873,0.001279012,0.0001381177,0.0001308019,0.006987031,0.002528867,0.001121351,0.007057442,0.9423862,0.0002995885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0164925,0.001420709,0.002066841,0.9178772,0.003103387,0.002819147,0.003231115,0.0003708454,0.05261822],"genre_scores_gemma":[0.1869034,0.002996742,0.02229255,0.5754416,0.003362587,0.003250885,0.003047355,0.0002054689,0.2024995],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9538018,"threshold_uncertainty_score":0.9487212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09607524683692178,"score_gpt":0.4149452112272451,"score_spread":0.3188699643903233,"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."}}