{"id":"W2623403228","doi":"","title":"THE TERMINOLOGICAL TOOLKIT OF COMPARATIVE PEDAGOGICAL RESEARCH OF GIFTED STUDENTS’ EDUCATION IN THE UNITED STATES, CANADA AND THE UK","year":2016,"lang":"uk","type":"article","venue":"Педагогічні науки: теорія, історія, інноваційні технології","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Pedagogy; Political science; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01359035,0.0006312585,0.001025357,0.0004255949,0.0009951422,0.0004120349,0.005091679,0.0002761623,0.0001135645],"category_scores_gemma":[0.001645192,0.0002741124,0.0001842975,0.002354435,0.003451978,0.0002695473,0.001439083,0.001324518,0.00001442211],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006456194,"about_ca_system_score_gemma":0.007846832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1754882,"about_ca_topic_score_gemma":0.1400843,"domain_scores_codex":[0.9838898,0.008489534,0.001969102,0.00112527,0.003199561,0.001326699],"domain_scores_gemma":[0.976088,0.01925651,0.0009033276,0.001851663,0.001608026,0.0002924922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001404087,0.003426684,0.2020249,0.0002545189,0.0006729519,0.00004761532,0.06813835,0.00004694627,0.0003384264,0.5729223,0.04500178,0.1057214],"study_design_scores_gemma":[0.004329987,0.0006401299,0.8214596,0.0008323987,0.0001035234,0.00008457267,0.0375134,0.0005954703,0.0008923236,0.06859326,0.06416886,0.000786447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563109,0.003247999,0.001105191,0.03421834,0.001224211,0.002266235,0.00007755232,0.0000208504,0.001528662],"genre_scores_gemma":[0.9908239,0.00182939,0.002189903,0.001024515,0.0002309854,0.0003745479,0.0000316717,0.00002677566,0.003468287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6194347,"threshold_uncertainty_score":0.9999711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3519410050570089,"score_gpt":0.4969342448723685,"score_spread":0.1449932398153597,"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."}}