{"id":"W4231541746","doi":"10.4102/ajod.v4i1.602","title":"Funding and inclusion in higher education institutions for students with disabilities","year":2019,"lang":"en","type":"article","venue":"African Journal of Disability","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for the Humanities and Social Sciences","keywords":"Government (linguistics); Disadvantage; Higher education; Political science; Newspaper; Democracy; Economic growth; Public relations; Business; Economics; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0009487167,0.00005911302,0.0001409088,0.0000401636,0.0003658113,0.00003400258,0.0001851218,0.00003305428,0.00009034302],"category_scores_gemma":[0.0001339853,0.00004184,0.00002938682,0.000141266,0.0004090086,0.0003254693,0.0002247105,0.00007973941,8.255124e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003573022,"about_ca_system_score_gemma":0.0002954196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001495613,"about_ca_topic_score_gemma":0.000945658,"domain_scores_codex":[0.9991318,0.00009364793,0.0002089413,0.00009990093,0.0003305514,0.0001351509],"domain_scores_gemma":[0.9994122,0.0002467045,0.000102413,0.00006620077,0.000087914,0.00008459638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007647078,0.0003522657,0.9249943,0.00003596775,0.00001179665,1.13554e-7,0.03674287,0.000003691594,0.00001859652,0.03412009,0.00004991874,0.003593954],"study_design_scores_gemma":[0.0006279722,0.0002189788,0.8657866,0.000135857,0.00001503193,0.000001127396,0.09111749,6.417933e-7,0.000007045833,0.02145543,0.02051486,0.0001189757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811106,0.0001824175,0.000004848981,0.009411338,0.0003504816,0.0002706861,0.000001776321,0.000004831597,0.008663017],"genre_scores_gemma":[0.9987705,0.0000509528,0.0002689328,0.00003955906,0.00009516898,0.000007301053,6.628816e-7,0.000003083191,0.0007637783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05920767,"threshold_uncertainty_score":0.2813562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09264880017966777,"score_gpt":0.3797326585447703,"score_spread":0.2870838583651026,"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."}}