{"id":"W3168362807","doi":"10.18662/978-1-910129-28-9.ch016","title":"Peculiarities of Pedagogical Staff Professional Training for Work at Ukrainian Pre-School Educational Institutions in US and Canadian Diaspora (2nd Half of the XX Century)","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Settlement (finance); Diaspora; Work (physics); Identity (music); Political science; Pedagogy; Training (meteorology); Sociology; Gender studies; Geography; Engineering; Business","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":[0.001198811,0.0002467685,0.0001562744,0.002136773,0.01025824,0.003957238,0.001709779,0.0007809232,0.005384678],"category_scores_gemma":[0.001791528,0.0003478553,0.0001955995,0.00324154,0.003885111,0.0009845528,0.002076907,0.0009789524,0.0008892053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03444354,"about_ca_system_score_gemma":0.05217407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7840374,"about_ca_topic_score_gemma":0.9209843,"domain_scores_codex":[0.9976914,0.0003516307,0.00006342425,0.0002044503,0.0005139571,0.001175244],"domain_scores_gemma":[0.998004,0.0002259131,0.0001566201,0.0001234791,0.0005814777,0.0009084489],"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":[0.00008034597,0.0001329478,0.07788474,0.0003965671,0.00001730829,0.002301488,0.6366556,0.0002449926,0.002556322,0.06261399,0.03299461,0.1841212],"study_design_scores_gemma":[0.000006055451,0.0000455058,0.1771925,0.0003386807,0.00001133758,0.001207326,0.3080075,0.0001344915,0.0007292394,0.0007199534,0.5115707,0.00003668306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7788134,0.007845151,0.0007893546,0.004744907,0.0002970093,0.000103568,0.000523845,0.000151083,0.2067318],"genre_scores_gemma":[0.9199597,0.002855594,0.0005874059,0.0005591788,0.00002367264,0.00003692065,0.0002711113,0.00005375342,0.0756527],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2159626,"threshold_uncertainty_score":0.434469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12618111840553,"score_gpt":0.372253795489158,"score_spread":0.246072677083628,"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."}}