{"id":"W3035849820","doi":"10.5206/cie-eci.v48i2.10790","title":"The Inter-Jurisdictional Language of Quality Assurance: Comparing Theory and Practice","year":2020,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Quality assurance; Scope (computer science); Benchmarking; Summative assessment; Accounting; Stakeholder; Quality (philosophy); Higher education; Accountability; Focus group; Political science; Public relations; Process management; Business; Computer science; Knowledge management; Sociology; Pedagogy; Law; Formative assessment; Marketing; Service (business)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007795455,0.00004996909,0.00008173341,0.00001795375,0.0002437362,0.00007469975,0.0001090117,0.00001854811,0.00005855774],"category_scores_gemma":[0.001007764,0.00004068856,0.00001482822,0.00008271293,0.0002037035,0.0003023626,0.00002844642,0.00006826538,0.0000078596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004344457,"about_ca_system_score_gemma":0.0003490708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002589443,"about_ca_topic_score_gemma":0.0001287438,"domain_scores_codex":[0.9991254,0.0003202964,0.0001825412,0.0001163681,0.0001932867,0.00006210881],"domain_scores_gemma":[0.9983515,0.00102088,0.0001741136,0.00004259645,0.0003516652,0.00005924748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002163615,0.0001142836,0.02380889,0.000010103,0.00007297551,6.431138e-8,0.2368357,0.000003062217,0.0002781595,0.6994441,0.02484069,0.01437559],"study_design_scores_gemma":[0.00021207,0.00002528726,0.2415076,0.00003397522,0.00001116953,0.000001582433,0.1565721,0.00004445991,0.000215236,0.006891728,0.5943796,0.0001051423],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8464054,0.004426958,0.002317807,0.0637583,0.001395762,0.0002232428,0.00000872387,0.00002255749,0.08144122],"genre_scores_gemma":[0.9948559,0.0004538021,0.0005496031,0.001203146,0.0002599473,0.00001783486,0.00001005806,0.000001912333,0.002647837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6925523,"threshold_uncertainty_score":0.1874646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09003891701167663,"score_gpt":0.4664980547823953,"score_spread":0.3764591377707186,"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."}}