{"id":"W4360611087","doi":"10.5430/jct.v12n2p113","title":"Information and Analytical System of Control, Planning, and Management of the Educational Process in Educational Institutions","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Informatization; Relevance (law); Knowledge management; Process (computing); Computer science; Context (archaeology); Higher education; Information system; Control (management); Management science; Process management; Engineering management; Business; Engineering; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003814189,0.00003540939,0.00008454677,0.00006072535,0.00006423682,0.00001375604,0.0000478349,0.00001346948,0.00000927326],"category_scores_gemma":[0.00002022358,0.00002378604,0.00001138235,0.00006968702,0.00005748442,0.0002996569,0.0000396395,0.00006268724,6.541654e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003676789,"about_ca_system_score_gemma":0.00002901454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003323649,"about_ca_topic_score_gemma":0.000002806299,"domain_scores_codex":[0.9995387,0.0000135084,0.0002667581,0.000032836,0.00009873991,0.00004946553],"domain_scores_gemma":[0.9997301,0.00002166391,0.0001881869,0.00002476453,0.00000991636,0.00002537632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000394102,0.00003325059,0.9777328,0.0001350506,0.00001527038,2.787946e-7,0.0009973828,0.003031159,0.000004767719,0.0160414,0.000160955,0.001843777],"study_design_scores_gemma":[0.0002830912,0.000006726988,0.9933193,0.000243606,0.0000131534,0.00003126455,0.001989001,0.003471794,0.000001187422,0.0003004529,0.0003129635,0.00002749614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970485,0.00004836448,0.00008820005,0.0008865001,0.00008351413,0.0000567059,0.000001529085,8.404851e-7,0.001785843],"genre_scores_gemma":[0.9997658,0.00002029434,0.0001700168,0.00001481208,0.00001179339,0.000002315898,8.420114e-7,8.48754e-7,0.00001324126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01574095,"threshold_uncertainty_score":0.09699667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050344638504364,"score_gpt":0.2596720258776068,"score_spread":0.2491685794925632,"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."}}