{"id":"W4413014475","doi":"10.12958/2227-2747-2025-2(189)-127-136","title":"Development of Pedagogical Schools and Colleges in Ukraine in the 1990s – First Quarter of the 21st Century: Historiography of the Problem","year":2025,"lang":"en","type":"article","venue":"Education and Pedagogical Sciences","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Historiography; Quarter (Canadian coin); History; Mathematics education; Pedagogy; Sociology; Political science; Psychology; Archaeology","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":[0.001876375,0.00007458694,0.0001448383,0.0001213721,0.0005808885,0.00003189443,0.0004332818,0.00006342473,0.00006250601],"category_scores_gemma":[0.000265397,0.0000371907,0.00004094396,0.001720825,0.001030535,0.00007380041,0.00005861009,0.0001261901,2.209175e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004871076,"about_ca_system_score_gemma":0.001467883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158357,"about_ca_topic_score_gemma":0.007283905,"domain_scores_codex":[0.9985866,0.0003078585,0.0003726829,0.0001673006,0.0004164763,0.0001491036],"domain_scores_gemma":[0.9993481,0.0002781373,0.0001670548,0.00009088181,0.00008074191,0.00003506101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004758655,0.0003120821,0.435506,0.00003500609,0.00000353783,1.407759e-8,0.3402628,6.274673e-7,0.00003358682,0.2189914,0.0004662011,0.004383978],"study_design_scores_gemma":[0.00009018042,0.00001118819,0.5326755,0.00009503843,0.00000317048,1.099906e-7,0.2832703,4.973225e-7,0.00001812708,0.001817612,0.1819755,0.00004279934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9288879,0.0009078119,6.820579e-7,0.03088945,0.0003543105,0.0004158916,0.000001611607,0.000003008278,0.03853931],"genre_scores_gemma":[0.9978184,0.0006014681,0.0004496006,0.0003456619,0.00002817042,0.00003768941,6.702187e-7,9.924854e-7,0.000717334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2171738,"threshold_uncertainty_score":0.4467784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09767463702267479,"score_gpt":0.3954528004096896,"score_spread":0.2977781633870148,"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."}}