{"id":"W3165244899","doi":"","title":"PANDEMIYA DAVRIDAGI TA'LIM TIZIMI","year":2020,"lang":"ru","type":"article","venue":"Журнал Социальных Исследований","topic":"Language Acquisition and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Quarter (Canadian coin); Process (computing); Political science; Zoom; Higher education; Public relations; Coronavirus disease 2019 (COVID-19); Pandemic; Pedagogy; Sociology; Mathematics education; Computer science; Engineering; Psychology; Geography; Law; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006259037,0.0008927618,0.0009576743,0.0002622404,0.0004396031,0.0003216965,0.001115636,0.0009105464,0.1066183],"category_scores_gemma":[0.0004205978,0.000922975,0.0005144958,0.001249519,0.0002953839,0.0004215844,0.0003037429,0.001296345,0.04349609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002301145,"about_ca_system_score_gemma":0.0003740798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003190468,"about_ca_topic_score_gemma":0.0000282614,"domain_scores_codex":[0.9940591,0.0006630981,0.001268644,0.001709152,0.0007597345,0.001540211],"domain_scores_gemma":[0.9961135,0.0003354493,0.0005488105,0.001433572,0.0002516927,0.001316979],"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":[0.0005847476,0.001044141,0.00885809,0.0003204679,0.0005369309,0.0004308995,0.07778604,0.00002612631,0.004931545,0.004986074,0.8484706,0.05202435],"study_design_scores_gemma":[0.004870547,0.0008743875,0.02820429,0.0001993984,0.0005755216,0.0001783567,0.01786626,0.0005648647,0.001417442,0.0007874136,0.942493,0.001968528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4366343,0.01688426,0.002711308,0.1593383,0.02023659,0.002643804,0.0008129684,0.001975393,0.3587631],"genre_scores_gemma":[0.9188253,0.0004254056,0.0005156221,0.05311361,0.00636602,0.0001082544,0.0005060034,0.0002128499,0.01992688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.482191,"threshold_uncertainty_score":0.9993221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05778300627278975,"score_gpt":0.3465727100442268,"score_spread":0.288789703771437,"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."}}