{"id":"W4360613861","doi":"10.5430/jct.v12n2p65","title":"Development of Higher Education Institutions and Online Communication with Students in Modern Conditions","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Process (computing); Relocation; Psychology; Order (exchange); Pedagogy; Mathematics education; Public relations; Sociology; Medical education; Political science; Computer science; Business","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":[0.0003571137,0.00004705716,0.00008730851,0.0003341956,0.0001257689,0.00003500446,0.000246344,0.0000213315,5.080487e-7],"category_scores_gemma":[0.00003729977,0.00003617275,0.000006990331,0.0002617797,0.00004960147,0.0004186066,0.0001186277,0.0001969968,2.199849e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004225587,"about_ca_system_score_gemma":0.0002131698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001028352,"about_ca_topic_score_gemma":0.00001574813,"domain_scores_codex":[0.9994426,0.00003488255,0.0002434287,0.0000616094,0.0001601937,0.00005723069],"domain_scores_gemma":[0.9995093,0.00003885524,0.0002078835,0.00009102413,0.0001351814,0.00001779635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000003050231,0.001065568,0.2201274,0.00003859256,0.00005016851,0.000002554527,0.008437661,0.0001373051,0.001058991,0.6680594,0.0003536283,0.1006657],"study_design_scores_gemma":[0.0003101138,0.00004104638,0.980976,0.0003547291,0.000005761926,0.00003567916,0.003038947,0.0006974206,0.00008386377,0.01282101,0.001556424,0.00007893836],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926725,0.0002241583,0.005519901,0.001279925,0.00007978472,0.00004858862,7.469405e-7,0.0000160439,0.0001583571],"genre_scores_gemma":[0.9046106,0.00003238579,0.09527715,0.00003088356,0.00001111395,0.000003875209,0.000004557078,0.000001669507,0.0000278132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7608487,"threshold_uncertainty_score":0.1475082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04243488370735477,"score_gpt":0.3761357598498808,"score_spread":0.3337008761425261,"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."}}