{"id":"W4319152908","doi":"10.35433/pedagogy.3(110).2022.267-281","title":"STEM-APPROACH IN EDUCATION AND PREPARATION OF THE TEACHER FOR ITS IMPLEMENTATION","year":2022,"lang":"en","type":"article","venue":"Zhytomyr Ivan Franko State University Journal Рedagogical Sciences","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Process (computing); Ukrainian; Acronym; Meaning (existential); Retraining; Creativity; Pedagogy; Mathematics education; Political science; Engineering ethics; Sociology; Psychology; Engineering; 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":[0.002388326,0.0002733951,0.0001914008,0.0007702289,0.001857589,0.00339679,0.0005049064,0.001604857,0.005208014],"category_scores_gemma":[0.002210139,0.0001190662,0.0002180627,0.0005937474,0.003363437,0.002077453,0.003185032,0.001676211,0.002038443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003242103,"about_ca_system_score_gemma":0.009662607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175259,"about_ca_topic_score_gemma":0.002413867,"domain_scores_codex":[0.9981183,0.00106394,0.00009920749,0.000153034,0.0003799872,0.0001854442],"domain_scores_gemma":[0.9988374,0.0004285298,0.00008158167,0.00009667481,0.0002557138,0.0003000605],"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":[0.00003377919,0.0002118487,0.003185551,0.0008364397,0.000008044284,0.000645461,0.02871303,0.0004925159,0.002034177,0.5504826,0.02246902,0.3908875],"study_design_scores_gemma":[0.000009054863,0.000213516,0.004095358,0.001298049,0.000007026137,0.0008237993,0.02038796,0.0003835156,0.001790396,0.1078541,0.863124,0.00001328646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0568392,0.03605481,0.08917592,0.0639779,0.003335675,0.0006186665,0.0001212222,0.0004316337,0.749445],"genre_scores_gemma":[0.6916527,0.02162415,0.07147533,0.01027692,0.0008738439,0.0005534584,0.0001899049,0.0001588637,0.2031949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005208014,"threshold_uncertainty_score":0.02352321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05449660379043005,"score_gpt":0.3396937845069524,"score_spread":0.2851971807165224,"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."}}