{"id":"W3122272540","doi":"10.1080/09687599.2020.1867073","title":"Disability and inclusion in Kazakhstan","year":2021,"lang":"en","type":"article","venue":"Disability & Society","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education and Science of the Republic of Kazakhstan","keywords":"Inclusion (mineral); Political science; Psychology; Social psychology","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00208791,0.0001325664,0.000236073,0.000004048771,0.001645756,0.0001013981,0.0001976936,0.0001808919,0.0004528703],"category_scores_gemma":[0.0005195879,0.0001156715,0.0002080191,0.0004530053,0.004146544,0.0003756391,0.001792426,0.0002109642,0.000004920511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005827436,"about_ca_system_score_gemma":0.0001544493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006861634,"about_ca_topic_score_gemma":0.03892549,"domain_scores_codex":[0.997543,0.0005647788,0.0003470998,0.0005963821,0.0005887964,0.0003598926],"domain_scores_gemma":[0.9988322,0.0004361975,0.00004885415,0.0004186747,0.0000961991,0.0001678778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001250696,0.001172194,0.8457134,0.00007928109,0.00001135228,0.000001299885,0.1146288,0.000005906817,0.0002371331,0.01748739,0.0002516233,0.02039914],"study_design_scores_gemma":[0.0005186333,0.00001624698,0.7609751,0.00002194759,0.00001574418,6.562181e-7,0.05390493,0.0001584128,0.0002085671,0.1701472,0.01377476,0.0002578082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612029,0.0001915389,0.00001801406,0.02830793,0.0001640795,0.0003242029,0.00001459971,0.00006904364,0.009707673],"genre_scores_gemma":[0.998736,0.0002133329,0.0003797695,0.0002755409,0.000129464,0.00002005237,0.00002449985,0.000007933205,0.0002134213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1526598,"threshold_uncertainty_score":0.9997517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249006328343198,"score_gpt":0.3436684108655678,"score_spread":0.3211783475821358,"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."}}