{"id":"W2903556579","doi":"10.28925/2226-3012.2018.7.4958","title":"Development of comparative professional education in Ukraine: educological context","year":2018,"lang":"en","type":"article","venue":"Osvitolohiya","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comparative education; Ukrainian; Field (mathematics); Political science; Context (archaeology); Comparative research; Professional development; Politics; Independence (probability theory); Higher education; Public relations; Sociology; Social science; Pedagogy; Law; Geography","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":[0.01182197,0.000266489,0.0005662887,0.005645714,0.006415972,0.006487854,0.0006950417,0.000918688,0.001813509],"category_scores_gemma":[0.01209286,0.0002259672,0.0002683646,0.007113001,0.009293504,0.003771393,0.005502874,0.001041619,0.0001369218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008706675,"about_ca_system_score_gemma":0.01080126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004183169,"about_ca_topic_score_gemma":0.003963313,"domain_scores_codex":[0.985719,0.01151527,0.0004486984,0.0005019618,0.001244669,0.0005704777],"domain_scores_gemma":[0.9902732,0.006652615,0.0008488064,0.000540506,0.001307738,0.0003771699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002735404,0.00008415566,0.00612475,0.001376806,0.00001963155,0.001600635,0.4331606,0.0004276134,0.0005048398,0.4744328,0.002827147,0.07941366],"study_design_scores_gemma":[0.000006571012,0.0001026031,0.0218991,0.002138366,0.00001934635,0.001490828,0.5475231,0.0005988323,0.0007532869,0.03820676,0.38724,0.00002133557],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6080984,0.05568632,0.03617221,0.02542286,0.001261935,0.0004667334,0.0003248727,0.00009562833,0.2724712],"genre_scores_gemma":[0.9843856,0.004757683,0.005762795,0.0005745323,0.000108394,0.0002030032,0.00006280306,0.00001716816,0.004127909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182197,"threshold_uncertainty_score":0.06317163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07857124678100488,"score_gpt":0.4086962970002922,"score_spread":0.3301250502192873,"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."}}