{"id":"W7100567705","doi":"","title":"for the Higher Education Quality Council of Ontario","year":2014,"lang":"en","type":"article","venue":"","topic":"Comparative and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Higher education; Quality (philosophy); Government (linguistics); Quality assurance; Quality management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005531738,0.0007573446,0.0009663841,0.00199745,0.01282868,0.007859127,0.002217226,0.01570314,0.1679784],"category_scores_gemma":[0.01467865,0.001080142,0.001495222,0.001684822,0.00254637,0.003006366,0.005132338,0.008876232,0.04271922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04476652,"about_ca_system_score_gemma":0.2047861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.896794,"about_ca_topic_score_gemma":0.969349,"domain_scores_codex":[0.9902209,0.0006726941,0.0004007175,0.0007003843,0.004050756,0.003954508],"domain_scores_gemma":[0.953209,0.002086823,0.00130957,0.001769826,0.02325445,0.01837035],"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":[0.00003101302,0.00002677235,0.001509776,0.00004219714,0.000007229421,0.00006072785,0.0001607158,0.00003739583,0.00009805826,0.003218798,0.9872543,0.007553038],"study_design_scores_gemma":[0.00002741209,0.00001521776,0.006597976,0.00004297493,0.000009105234,0.00001957918,0.0005967682,0.00009182291,0.00003836395,0.0004358908,0.9921005,0.00002432348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005876096,0.00333749,0.0007730449,0.7836854,0.01999024,0.0006016227,0.004823844,0.0006900118,0.1802223],"genre_scores_gemma":[0.007521089,0.0007159777,0.0009231545,0.04097447,0.001095076,0.0001237453,0.0008607068,0.0001223386,0.9476635],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8320216,"threshold_uncertainty_score":0.5619437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.263486130196421,"score_gpt":0.4264920955773598,"score_spread":0.1630059653809388,"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."}}