{"id":"W3022015682","doi":"10.7202/1069651ar","title":"The Impact of Quality Assurance Policies on Curriculum Development in Ontario Postsecondary Education","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Quality assurance; Accountability; Curriculum; Context (archaeology); Higher education; Quality (philosophy); Quality management; Political science; Public relations; Business; Marketing; Service (business)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.01804715,0.0002113323,0.0003313102,0.00212746,0.01120313,0.00766918,0.002048571,0.0009952091,0.002211297],"category_scores_gemma":[0.05571376,0.0003936701,0.0003844966,0.00365688,0.005458891,0.001822022,0.005064773,0.00194909,0.0001211017],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.299277,"about_ca_system_score_gemma":0.3100394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9668834,"about_ca_topic_score_gemma":0.9820833,"domain_scores_codex":[0.9733337,0.005783964,0.0008489011,0.0009325151,0.00945008,0.009650868],"domain_scores_gemma":[0.9308209,0.01832717,0.01042109,0.002131932,0.02458908,0.01370991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000748587,0.0006503835,0.5750286,0.0006971863,0.0001497662,0.0006973826,0.08457495,0.01060828,0.00340879,0.06904586,0.01960543,0.2347847],"study_design_scores_gemma":[0.00006449963,0.0002202972,0.886057,0.0002543247,0.00005042325,0.00003917977,0.04273422,0.002870445,0.001738352,0.003319647,0.06255522,0.00009627379],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369945,0.0008167783,0.00124175,0.01633856,0.00007724974,0.0002398232,0.0003117178,0.00007736911,0.04390223],"genre_scores_gemma":[0.9955316,0.0002324462,0.000502277,0.0003343135,0.000009074583,0.00003545921,0.00005411206,0.000008277156,0.003292579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7007229,"threshold_uncertainty_score":0.8127393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1414696331314735,"score_gpt":0.4828812715166655,"score_spread":0.341411638385192,"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."}}