{"id":"W7005831492","doi":"","title":"STEM-ПІДХІД В ОСВІТІ ТА ПІДГОТОВКА ВЧИТЕЛЯ ДО ЙОГО ВПРОВАДЖЕННЯ","year":2022,"lang":"en","type":"article","venue":"Zhytomyr State University Library (Zhytomyr Ivan Franko State University)","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acronym; Restructuring; Retraining; Process (computing); Meaning (existential); Ukrainian; Work (physics); Field (mathematics)","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":[0.0004935864,0.0002359376,0.0002414783,0.001054836,0.0007347388,0.001831544,0.0002658744,0.0005079117,0.01295921],"category_scores_gemma":[0.0008967684,0.0002032257,0.0002692354,0.001379216,0.00116729,0.001259471,0.0009690357,0.0009203684,0.004282281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007604086,"about_ca_system_score_gemma":0.001313026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006937849,"about_ca_topic_score_gemma":0.001575584,"domain_scores_codex":[0.9996144,0.00006543026,0.00002505423,0.0000466985,0.000215032,0.00003337264],"domain_scores_gemma":[0.9996707,0.00011453,0.0000433696,0.00004871661,0.00008690658,0.00003581049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001031282,0.00005822587,0.001435082,0.000830753,0.00002060927,0.0009137604,0.002227594,0.00122188,0.03761754,0.468788,0.009204104,0.4775792],"study_design_scores_gemma":[0.00001144837,0.0001367736,0.002832674,0.0003079797,0.00002611626,0.001630868,0.00109005,0.0006768692,0.0203799,0.07869594,0.8941805,0.00003093218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09042004,0.07205876,0.1824411,0.007064439,0.003890234,0.0003586097,0.0009774686,0.00072719,0.6420623],"genre_scores_gemma":[0.6367983,0.07509327,0.1135908,0.001399461,0.001092897,0.0003867566,0.0009561711,0.0003542744,0.170328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01295921,"threshold_uncertainty_score":0.0433529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266685423491863,"score_gpt":0.1997460845192132,"score_spread":0.1870792302842945,"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."}}