{"id":"W2981537393","doi":"10.3390/educsci9040259","title":"Undergraduate Disabled Students as Knowledge Producers including Researchers: A Missed Topic in Academic Literature","year":2019,"lang":"en","type":"article","venue":"Education Sciences","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research; Government of Canada","keywords":"Graduation (instrument); Psychology; Medical education; Undergraduate education; Pedagogy; Mathematics education; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002142455,0.0000733636,0.00009560155,0.0002795315,0.0005063105,0.0003463194,0.0007445805,0.00007713768,0.0001714218],"category_scores_gemma":[0.0007127935,0.0000677167,0.00002574124,0.002011821,0.0002479878,0.0007810886,0.0001499444,0.0002093502,0.0003011169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000366461,"about_ca_system_score_gemma":0.002414335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104572,"about_ca_topic_score_gemma":0.0008952795,"domain_scores_codex":[0.9982058,0.0002276953,0.0001388194,0.0003494668,0.0007616525,0.0003165185],"domain_scores_gemma":[0.9994273,0.000150802,0.00005659413,0.0001048386,0.0001427912,0.0001176283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006972219,0.00008826701,0.8544714,0.00001659521,0.000003541665,4.783278e-7,0.1254166,0.000001372447,0.000184664,0.01161538,0.004420814,0.003773862],"study_design_scores_gemma":[0.0009624167,0.00009844969,0.5066044,0.001085028,0.0000110699,0.000001261599,0.2834088,0.00002382484,0.000657715,0.05562588,0.1508589,0.0006623283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798904,0.0004940078,4.110386e-7,0.01336426,0.001045381,0.0003599471,3.606372e-7,0.00002418076,0.1048211],"genre_scores_gemma":[0.9554412,0.0001947608,0.00008767137,0.0001881243,0.0001190291,0.00001275092,0.0000032629,0.000002309059,0.04395086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.347867,"threshold_uncertainty_score":0.4282926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1987048696326281,"score_gpt":0.503830004008899,"score_spread":0.3051251343762709,"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."}}