{"id":"W4210290790","doi":"10.32342/2522-4115-2021-2-22-2","title":"IDEAS OF POLYCULTURALITY AND THEIR IMPLEMENTATION IN THE EDUCATIONAL ENVIRONMENT OF THE INSTITUTION OF HIGHER EDUCATION","year":2021,"lang":"en","type":"article","venue":"Bulletin of Alfred Nobel University Series Pedagogy and Psychology","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Multicultural education; Institution; Higher education; Pedagogy; Sociology; Ukrainian; Political science; Public relations; Engineering ethics; Social science; Engineering; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0002598832,0.0000416406,0.00009406281,0.00003123314,0.0001317605,0.000001995909,0.0001001584,0.00005794717,0.0005801682],"category_scores_gemma":[0.0000298303,0.00003265708,0.00002477919,0.0001141017,0.0006677675,0.00003427836,0.0000256489,0.00004809019,2.321385e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002042738,"about_ca_system_score_gemma":0.000334647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002677526,"about_ca_topic_score_gemma":0.001317302,"domain_scores_codex":[0.9992743,0.0003540776,0.0001473146,0.00008670024,0.00008150841,0.00005606175],"domain_scores_gemma":[0.9995708,0.00009482984,0.0001724538,0.00008381327,0.00006350101,0.00001463194],"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":[0.0001267534,0.0005430995,0.1526139,0.00006044478,0.00005147656,1.890932e-7,0.1482772,0.000001054881,0.001804715,0.685323,0.006390336,0.004807862],"study_design_scores_gemma":[0.0001944688,0.00001981472,0.6889337,0.000008637065,0.000009341279,0.000001146803,0.07111567,1.538558e-8,0.0002179052,0.002888381,0.2365824,0.00002854367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232941,0.0003734215,0.000003597123,0.06624412,0.0002020889,0.0001172274,0.00002341516,0.000001050096,0.009741013],"genre_scores_gemma":[0.9963533,0.0008423815,0.0001534467,0.0003121703,0.00001943818,9.053576e-7,0.00002319873,9.586528e-7,0.002294157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6824346,"threshold_uncertainty_score":0.6352435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303375437619483,"score_gpt":0.3397039093516989,"score_spread":0.3166701549755041,"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."}}