{"id":"W4389427169","doi":"10.21083/ajote.v12i2.7520","title":"Academics with disabilities during transformation to a New African University in South Africa","year":2023,"lang":"en","type":"article","venue":"African Journal of Teacher Education","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Context (archaeology); Inclusion (mineral); Higher education; Sociology; Community engagement; Face (sociological concept); Pedagogy; Political science; Public relations; Gender studies; Social science","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":[0.01035809,0.000469704,0.0008680935,0.002225571,0.02778179,0.01030739,0.001885627,0.002581426,0.005153835],"category_scores_gemma":[0.01731539,0.0005360035,0.0004788241,0.002603903,0.01334145,0.00611805,0.01753029,0.005710346,0.0005971623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01350779,"about_ca_system_score_gemma":0.02174652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03039657,"about_ca_topic_score_gemma":0.06040617,"domain_scores_codex":[0.9921409,0.003687271,0.0003077866,0.0003290123,0.0008390474,0.002696058],"domain_scores_gemma":[0.9876836,0.0039535,0.002362787,0.0002442741,0.001335019,0.004420788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002298066,0.00005607828,0.005305331,0.00006626031,0.0000023569,0.001600323,0.9846703,0.00001952398,0.0001758719,0.002737339,0.0007123131,0.004631272],"study_design_scores_gemma":[0.000001209733,0.00001765609,0.002635933,0.00006278375,0.000001508791,0.0001521598,0.9922249,0.00001252568,0.00005099689,0.0002465681,0.00458879,0.000004991792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841882,0.0008925406,0.0001287278,0.008530884,0.0001036684,0.00004134202,0.0000158302,0.000004889658,0.006093955],"genre_scores_gemma":[0.994869,0.001015011,0.0001047275,0.0008565721,0.00002873034,0.00002849923,0.00001047908,0.000005129345,0.003082008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03039657,"threshold_uncertainty_score":0.09800631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167330976201265,"score_gpt":0.3148432162718602,"score_spread":0.2631699065098476,"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."}}