{"id":"W4411994078","doi":"10.15353/cjds.v11i3.927","title":"Conversations from the field: Stakeholders’ perspectives on inclusive education in western Kenya","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Political science; Sociology; Gender studies","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":[0.00047188,0.00005499788,0.0001110599,0.00004720316,0.001164618,0.00003265288,0.0002505921,0.00001796637,0.0001865001],"category_scores_gemma":[0.001492833,0.00003776002,0.000061486,0.0002121687,0.0005561977,0.0000980582,0.00002755752,0.0002099605,0.000002083067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002442528,"about_ca_system_score_gemma":0.003438687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3138812,"about_ca_topic_score_gemma":0.7325089,"domain_scores_codex":[0.9991409,0.0002084917,0.0001830198,0.00008451278,0.0002274726,0.0001555575],"domain_scores_gemma":[0.9988714,0.0006032104,0.0001103128,0.00009800223,0.0001867604,0.0001302751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001105933,0.000119171,0.3553723,0.000002073672,0.00006015104,0.000001246798,0.5904243,0.0001584054,3.225159e-7,0.01472916,0.0360571,0.003064754],"study_design_scores_gemma":[0.00006493225,0.00004587063,0.1998712,0.00001115945,0.000007229599,4.521558e-7,0.7087519,2.170676e-7,3.177565e-7,0.006775394,0.08443594,0.00003531811],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.789764,0.002050399,2.818364e-7,0.204931,0.0008568196,0.0001194528,0.0000393208,0.000001438051,0.002237214],"genre_scores_gemma":[0.9963374,0.0001213112,0.000007333588,0.002890305,0.0003363824,0.000009183068,0.000001815882,0.000002314744,0.0002939178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4186277,"threshold_uncertainty_score":0.8957416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05115883021447599,"score_gpt":0.3731329609258192,"score_spread":0.3219741307113432,"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."}}