{"id":"W3088201092","doi":"10.6000/2292-2598.2020.08.03.9","title":"Socio-Cultural Implication in the Development of Educational Institutions of Kazakhstan: Interdisciplinary Research","year":2020,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Central Asia Education and Culture","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Engineering ethics; Regional science; Sociology; Economic growth; Engineering; Economics","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":[0.0006310263,0.00007109259,0.0001736923,0.00003659104,0.0003189591,0.00002889898,0.0001762574,0.00004419386,0.0003866334],"category_scores_gemma":[0.001140845,0.00004121342,0.000095521,0.0003776272,0.000644319,0.0001288135,0.00003838692,0.0001297158,0.000003211222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000460843,"about_ca_system_score_gemma":0.0006769431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001308353,"about_ca_topic_score_gemma":0.001325581,"domain_scores_codex":[0.9986394,0.0002939439,0.0004946794,0.0001073923,0.0003400372,0.00012456],"domain_scores_gemma":[0.998245,0.001129033,0.0001508657,0.00006742738,0.000312115,0.00009553879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007885239,0.002808801,0.1600402,0.00002365206,0.00005912715,2.194045e-7,0.8040192,0.000007176699,0.00009426595,0.01003556,0.003081511,0.01975142],"study_design_scores_gemma":[0.00046768,0.0006138325,0.4400919,0.0001004077,0.00003730657,0.000002587682,0.5338348,0.00000416923,0.001155521,0.002477274,0.02112427,0.00009025131],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9283276,0.0003997571,0.000004871315,0.06977294,0.00004910393,0.0002555379,0.000007177962,0.000001159282,0.001181834],"genre_scores_gemma":[0.9990233,0.0005462603,0.0002150331,0.00004038967,0.000107942,0.00004498548,0.00000659261,0.000001817885,0.00001372337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2800516,"threshold_uncertainty_score":0.4233364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2314620867528468,"score_gpt":0.4774551680433481,"score_spread":0.2459930812905013,"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."}}