{"id":"W3165811795","doi":"","title":"ПОВЫШЕНИЕ КОНКУРЕНТОСПОСОБНОСТИ ПЕДАГОГИЧЕСКИХ КАДРОВ ПОСРЕДСТВОМ СВЯЗИ С РАБОТОДАТЕЛЕМ НА ПРИМЕРЕ ЗАРУБЕЖНОГО ОПЫТА","year":2021,"lang":"ru","type":"article","venue":"Вестник Казахского национального женского педагогического университета","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Professional development; Sociology; Political science; Mathematics education; Public relations; Psychology","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":[0.001692623,0.0004381607,0.0003168327,0.002478643,0.001529688,0.004565405,0.0005568102,0.0009189484,0.01257209],"category_scores_gemma":[0.004384626,0.0005598699,0.0004359201,0.00201427,0.003960797,0.002165278,0.001341143,0.001447244,0.003420423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705684,"about_ca_system_score_gemma":0.003758371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006619976,"about_ca_topic_score_gemma":0.01101975,"domain_scores_codex":[0.9978436,0.0003755512,0.00008470315,0.0002720134,0.001275619,0.0001485215],"domain_scores_gemma":[0.9977503,0.0008601673,0.0003205538,0.0003423529,0.0005825986,0.0001439929],"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":[0.0001087361,0.00007600961,0.003348108,0.0006034781,0.00004148231,0.001080535,0.007155382,0.001920909,0.03733244,0.5767373,0.005445547,0.36615],"study_design_scores_gemma":[0.00006234429,0.0001805334,0.01258949,0.0005630479,0.0001296641,0.002948271,0.005179868,0.002917526,0.03802661,0.2674723,0.669772,0.0001582755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1015229,0.02332219,0.2374046,0.006784988,0.001398199,0.0002624483,0.0004622177,0.0005482852,0.6282942],"genre_scores_gemma":[0.7316428,0.01602814,0.1700815,0.0003390924,0.0004559094,0.0004482325,0.0001669561,0.0003709378,0.08046635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01257209,"threshold_uncertainty_score":0.04205781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07559858163515938,"score_gpt":0.337328665996894,"score_spread":0.2617300843617346,"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."}}