{"id":"W4400066153","doi":"10.47989/kpdc518","title":"Equality in higher education opportunities: Practitioners’ perspectives from global, rural, post-colonial disability","year":2024,"lang":"en","type":"article","venue":"Journal of Praxis in Higher Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Colonialism; Sociology; Political science; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001740057,0.0001542547,0.0002633709,0.0002326917,0.0001409515,0.0003305295,0.0002654169,0.0001944661,0.004355228],"category_scores_gemma":[0.0002951504,0.0001477581,0.0001212068,0.0007622776,0.0002397506,0.001646033,0.00002021132,0.0003681138,0.00003803106],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003227286,"about_ca_system_score_gemma":0.006898835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0457126,"about_ca_topic_score_gemma":0.003074961,"domain_scores_codex":[0.9971601,0.001020976,0.0008221932,0.0002347477,0.0005178527,0.0002441452],"domain_scores_gemma":[0.99818,0.0004067478,0.0004733059,0.0002173233,0.0005337296,0.0001889455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009387516,0.003166418,0.1558658,0.0001153016,0.00006522112,0.000003422995,0.2035433,0.00000796021,0.0001466915,0.5854979,0.04097503,0.01051908],"study_design_scores_gemma":[0.0001305044,0.00005041541,0.4510435,0.0003100469,0.00002233826,0.000003701141,0.1487716,4.062414e-7,0.000002876272,0.01767439,0.3818429,0.0001474552],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8188149,0.003798883,0.000001753703,0.1419502,0.01317956,0.0002846248,0.00003245547,0.00002401217,0.02191353],"genre_scores_gemma":[0.9853351,0.0004421252,0.0002120696,0.0006377604,0.006059423,0.00005459091,0.00002704137,0.00001248883,0.007219478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5678235,"threshold_uncertainty_score":0.9987311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194650200241148,"score_gpt":0.4440134860812272,"score_spread":0.3245484660571125,"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."}}