{"id":"W3119514026","doi":"10.15353/cjds.v9i5.703","title":"Self-Advocacy as Precariousness in University Education","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Acadia University","keywords":"Self-advocacy; Nova scotia; Order (exchange); Disability studies; Sociology; Liberal arts education; Pedagogy; Political science; Public relations; Service (business); Gender studies; Higher education; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.009852721,0.0003312161,0.000502133,0.001483922,0.03040566,0.01304793,0.001444815,0.002815847,0.00215851],"category_scores_gemma":[0.01377113,0.0002798164,0.0003046949,0.001041644,0.06589039,0.005178167,0.01444528,0.005487924,0.0001516489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02245806,"about_ca_system_score_gemma":0.04448711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1758914,"about_ca_topic_score_gemma":0.2315562,"domain_scores_codex":[0.9878008,0.006076761,0.0003448179,0.0005008258,0.002272435,0.003004347],"domain_scores_gemma":[0.9884587,0.005126134,0.001445295,0.0005428466,0.0008947604,0.003532283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001517682,0.00004813576,0.004934066,0.00003645779,0.00000295674,0.0003998168,0.9430999,0.00006165799,0.0003427165,0.04484849,0.000349933,0.005860533],"study_design_scores_gemma":[0.000005157581,0.00003163248,0.005328098,0.0001568364,0.000004067286,0.0003037392,0.9587971,0.0001239531,0.0002298216,0.01228436,0.02270505,0.00003015682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290841,0.001365975,0.001952289,0.01035717,0.00009110112,0.00007197179,0.000009918746,0.00001922594,0.05704823],"genre_scores_gemma":[0.9983209,0.0001541385,0.0001693861,0.0002553742,0.00000555161,0.000007179817,0.000001730737,0.000003227235,0.00108256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1758914,"threshold_uncertainty_score":0.3497352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04895563929683081,"score_gpt":0.3376872452151058,"score_spread":0.288731605918275,"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."}}