{"id":"W4367859643","doi":"10.5281/zenodo.7896097","title":"Навчання в дистанційному синхронному та асинхронному режимах в українських закладах вищої освіти з 2020 року дотепер","year":2023,"lang":"uk","type":"paratext","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ukraine: War, Education, Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004742217,0.0007438081,0.0003569751,0.001740545,0.007918544,0.01599039,0.001117603,0.003294775,0.04805188],"category_scores_gemma":[0.009628636,0.0006819876,0.0006843767,0.002198733,0.008438003,0.007897471,0.005012065,0.005606343,0.01968345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007900894,"about_ca_system_score_gemma":0.01427958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02108517,"about_ca_topic_score_gemma":0.03900721,"domain_scores_codex":[0.993498,0.00186129,0.0003303581,0.0008962635,0.002526004,0.0008881874],"domain_scores_gemma":[0.9955575,0.001264332,0.000357429,0.0004384895,0.001676336,0.0007058491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006688273,0.00003853784,0.002338251,0.000331903,0.00002080666,0.000301371,0.01345862,0.000301452,0.0009277095,0.7680454,0.1581639,0.05600505],"study_design_scores_gemma":[0.00001305784,0.00002038676,0.00244266,0.0003089716,0.00001427789,0.0001818919,0.005824004,0.0001554801,0.000643188,0.05509868,0.9352448,0.00005269578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009213022,0.004397694,0.009112019,0.05010918,0.001895958,0.0001139505,0.0008181445,0.0003197115,0.9240203],"genre_scores_gemma":[0.4355989,0.01023619,0.01681601,0.01319693,0.001185077,0.0005148277,0.001206179,0.0009211415,0.5203247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04805188,"threshold_uncertainty_score":0.1607495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04023056600109966,"score_gpt":0.2798068076577269,"score_spread":0.2395762416566273,"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."}}