{"id":"W3036192297","doi":"10.32370/ia_2020_06_17","title":"Content Transformation of Improvement of Qualification of the Teachers of Philological Disciplines in the Kherson (1944-1958)","year":2020,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philology; Period (music); Space (punctuation); Population; Composition (language); Sociology; History; Literature; Philosophy; Art; Demography; Linguistics; Gender studies; Aesthetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000948502,0.00008409598,0.0001186431,0.00185047,0.001095325,0.001025087,0.0002834534,0.0001960293,0.003063615],"category_scores_gemma":[0.003824509,0.00008255374,0.00006778654,0.001466166,0.0008228999,0.0006754726,0.001020269,0.0001974119,0.0004058553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002243373,"about_ca_system_score_gemma":0.002921116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220699,"about_ca_topic_score_gemma":0.01618699,"domain_scores_codex":[0.9995073,0.0001399397,0.00005305751,0.000078754,0.0001117493,0.0001091544],"domain_scores_gemma":[0.9982627,0.0004622688,0.0003498429,0.0001392337,0.0006291567,0.0001567755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002983382,0.0001323018,0.400801,0.0005844026,0.00001763335,0.0009785016,0.3262325,0.0002950245,0.0104908,0.01114421,0.004220897,0.2448043],"study_design_scores_gemma":[0.000003200795,0.0001143542,0.8868011,0.00009906073,0.000008979197,0.0002465232,0.06468659,0.00009996667,0.002944937,0.0005006549,0.04448611,0.000008573847],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876852,0.0002754633,0.0001605405,0.0002233122,0.0000147312,0.00002082844,0.0002909509,0.00001596326,0.0113129],"genre_scores_gemma":[0.994146,0.0001706972,0.0002416444,0.00002063733,0.000007504925,0.00001110694,0.0001614055,0.000005408529,0.005235589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01220699,"threshold_uncertainty_score":0.02427191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1484134205128229,"score_gpt":0.3440864867269012,"score_spread":0.1956730662140783,"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."}}