{"id":"W2054174565","doi":"10.14507/epaa.v8n30.2000","title":"Performance Models in Higher Education","year":2000,"lang":"en","type":"article","venue":"Education Policy Analysis Archives","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Governmentality; Accountability; Ideology; Sociology; Context (archaeology); State (computer science); Higher education; Public administration; Field (mathematics); Set (abstract data type); Public relations; Political science; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01116163,0.001412211,0.000640069,0.004061391,0.002117085,0.008571661,0.001971857,0.002777229,0.009189091],"category_scores_gemma":[0.01475458,0.0002961417,0.0009571512,0.004912132,0.01198657,0.008956068,0.003312308,0.003262941,0.00145618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01234742,"about_ca_system_score_gemma":0.004880338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006886128,"about_ca_topic_score_gemma":0.003958089,"domain_scores_codex":[0.9902847,0.006381568,0.00024507,0.0006313687,0.001766168,0.000691071],"domain_scores_gemma":[0.9901332,0.006322125,0.0007992483,0.0006302125,0.001488906,0.0006264407],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003065154,0.00001104139,0.000158538,0.00001312989,0.000002984474,0.000006837206,0.0001632086,0.003016442,0.000004463134,0.992817,0.001069934,0.002733274],"study_design_scores_gemma":[0.00000752519,0.00002304248,0.0002936115,0.00006892006,0.000004289107,0.00001673991,0.0003439699,0.01014089,0.00002376296,0.9699861,0.01908159,0.000009588676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02545265,0.01650009,0.2103991,0.0435493,0.000872783,0.000248157,0.0003816786,0.0003510177,0.7022452],"genre_scores_gemma":[0.9290632,0.007500313,0.03135423,0.001621727,0.0008842248,0.0004529392,0.0002427468,0.0001461008,0.02873453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9888384,"threshold_uncertainty_score":0.08958721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.182681492381603,"score_gpt":0.497219501610406,"score_spread":0.314538009228803,"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."}}