{"id":"W2891979932","doi":"10.3968/10398","title":"The research on development, operation and characteristic of EQAR","year":2018,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Premise; Quality assurance; Openness to experience; Standardization; Process management; Process (computing); Independence (probability theory); Quality (philosophy); Stakeholder; Business; Computer science; Engineering management; Knowledge management; Public relations; Political science; Engineering; Marketing; Psychology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02169866,0.0004905606,0.0003629603,0.005644285,0.002352174,0.01210574,0.001658666,0.00157058,0.009382311],"category_scores_gemma":[0.03290499,0.0006014237,0.0008571261,0.008475152,0.00864634,0.01528464,0.004209417,0.002198381,0.001974609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01043337,"about_ca_system_score_gemma":0.01055045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009370429,"about_ca_topic_score_gemma":0.005536046,"domain_scores_codex":[0.9802713,0.009457247,0.001742197,0.002524406,0.004222781,0.001782031],"domain_scores_gemma":[0.9446836,0.02688948,0.009221911,0.005842287,0.01221225,0.001150456],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005115255,0.0001721018,0.03394992,0.0003876343,0.00002890662,0.0001548149,0.006425587,0.0007979829,0.0005391809,0.8186466,0.003723453,0.1351226],"study_design_scores_gemma":[0.00007008158,0.0007773391,0.2189324,0.002339338,0.0001714025,0.001137559,0.03925197,0.01028991,0.006518174,0.1619043,0.5583466,0.0002607978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2551357,0.00982999,0.06275868,0.01959157,0.0004112358,0.0007134028,0.0009194565,0.0004856798,0.6501542],"genre_scores_gemma":[0.9313924,0.005347375,0.02850826,0.002116843,0.0001917393,0.0004207667,0.0005577997,0.0001444541,0.03132045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9783013,"threshold_uncertainty_score":0.1147549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09793274241105601,"score_gpt":0.3890189852744144,"score_spread":0.2910862428633584,"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."}}