{"id":"W4312117470","doi":"10.5430/jct.v11n9p40","title":"Implementation of Quality Control of the Educational Process in Higher Education Institutions Based on Models","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Quality (philosophy); Higher education; Control (management); Relevance (law); Ukrainian; Field (mathematics); Order (exchange); Computer science; Management science; Adaptability; Knowledge management; Engineering ethics; Process management; Political science; Business; Engineering; Artificial intelligence; Management; Epistemology; 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":[],"consensus_categories":[],"category_scores_codex":[0.01791535,0.0005265388,0.0005236504,0.002862054,0.001429136,0.009008467,0.002242698,0.001223083,0.001718483],"category_scores_gemma":[0.02885986,0.0003061573,0.001123667,0.002697447,0.003670411,0.005332577,0.002635373,0.00113542,0.0002662521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01104053,"about_ca_system_score_gemma":0.01411645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007375657,"about_ca_topic_score_gemma":0.004631079,"domain_scores_codex":[0.9756905,0.01347926,0.001865298,0.001499203,0.006456445,0.001009396],"domain_scores_gemma":[0.9744204,0.01296382,0.003394729,0.00352475,0.005087781,0.0006084069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002448301,0.0006678753,0.03209084,0.001316888,0.0001789832,0.0002673491,0.0177299,0.0931773,0.002079057,0.6744332,0.00168512,0.1761286],"study_design_scores_gemma":[0.0002705983,0.001287554,0.03598167,0.002987591,0.0004481162,0.0003526377,0.02174919,0.4692496,0.01024322,0.3786857,0.07848376,0.0002603341],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2300254,0.001335246,0.6791008,0.005072336,0.0001065686,0.001842793,0.0001854499,0.000659623,0.08167184],"genre_scores_gemma":[0.9054548,0.0004789571,0.09161396,0.00007866223,0.00001507757,0.0004813832,0.0001137546,0.00002295443,0.001740369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01791535,"threshold_uncertainty_score":0.09474659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04843248841591501,"score_gpt":0.3300319608578989,"score_spread":0.2815994724419839,"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."}}