{"id":"W3007416394","doi":"10.5430/ijhe.v8n8p51","title":"Peculiarities of Kazakh Reality Translation with Cultural-Historical Educational Components","year":2019,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kazan Federal University","keywords":"Kazakh; Civilization; Linguistics; Context (archaeology); National identity; Target culture; Sociology; History; Political science; Politics; Pedagogy; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003628557,0.00007838062,0.0001600923,0.000131211,0.0001022477,0.00004229537,0.0004148612,0.00004727645,0.0005252036],"category_scores_gemma":[0.0000934912,0.00006298513,0.00007634048,0.0001232082,0.0001127833,0.0002819438,0.000014365,0.0001181607,0.000009586828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005063274,"about_ca_system_score_gemma":0.0005968807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002715551,"about_ca_topic_score_gemma":0.0001621358,"domain_scores_codex":[0.9985238,0.0001426567,0.0004138554,0.00008990282,0.0007402968,0.00008948739],"domain_scores_gemma":[0.9971303,0.0002604048,0.000526783,0.0001189336,0.001907738,0.0000558163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007523919,0.002818807,0.3421302,0.00009842966,0.001073878,0.000002985251,0.1272405,0.0001158925,0.0013586,0.4649445,0.03155123,0.02791251],"study_design_scores_gemma":[0.0009280664,0.0001163534,0.3852823,0.0002881722,0.000099381,0.00002349729,0.00791446,0.000007264497,0.0001089822,0.01079167,0.5942258,0.0002141008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.814517,0.004198885,0.0001477764,0.03944859,0.01078537,0.0002756259,0.00001365429,0.00001937362,0.1305938],"genre_scores_gemma":[0.9893867,0.0002301806,0.00159,0.00009336307,0.001314351,0.000004406703,0.00002937372,0.000006051263,0.007345534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5626745,"threshold_uncertainty_score":0.5750611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05002001743776152,"score_gpt":0.387895601051874,"score_spread":0.3378755836141125,"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."}}