{"id":"W4390415250","doi":"10.30890/2709-2313.2023-24-03-020","title":"БІОГРАФІЧНИЙ ПІДХІД ДО ВИВЧЕННЯ ПЕРСОНАЛІЇ ЗАРУБІЖНИХ КУЛЬТУРНО-ОСВІТНІХ ДІЯЧІВ В УКРАЇНСЬКІЙ ПЕДАГОГІЧНІЙ КОМПАРАТИВІСТИЦІ (90-ТІ РР. ХХ – ПЕРША ЧВЕРТЬ ХХІ СТ.)","year":2023,"lang":"uk","type":"article","venue":"European Science","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Quarter (Canadian coin); Personality psychology; Sociology; Pedagogy; Political science; Social science; Psychology; Personality; Geography; Linguistics; Social psychology; Philosophy","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","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.01814748,0.001168009,0.001092766,0.001442308,0.008039639,0.002442398,0.006330534,0.0003558022,0.004889491],"category_scores_gemma":[0.005641662,0.001222292,0.0005747163,0.01632554,0.007691823,0.001669851,0.002029411,0.001334061,0.04172308],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155284,"about_ca_system_score_gemma":0.006311283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001186414,"about_ca_topic_score_gemma":0.0008802717,"domain_scores_codex":[0.9833161,0.002433234,0.002019887,0.003025216,0.005104594,0.004101031],"domain_scores_gemma":[0.9926711,0.0009352481,0.001035173,0.001861289,0.001333693,0.002163541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009036692,0.00132516,0.02295098,0.0002936211,0.0002244683,0.0007540233,0.440773,0.0001549195,0.008465139,0.1443544,0.3233299,0.05728398],"study_design_scores_gemma":[0.0009684102,0.0002192928,0.1323849,0.0003708725,0.00009067141,0.00001789582,0.04916665,0.0002979795,0.0003631176,0.002174781,0.8117787,0.002166771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2433869,0.000564659,0.00008251431,0.02174859,0.0169376,0.00131512,0.0001137449,0.001311482,0.7145394],"genre_scores_gemma":[0.8083041,0.002429509,0.0007723536,0.004188818,0.003502316,0.00004595775,0.00007762488,0.0002059789,0.1804734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5649172,"threshold_uncertainty_score":0.999322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07438789700392151,"score_gpt":0.3962359108843901,"score_spread":0.3218480138804686,"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."}}