{"id":"W4416084470","doi":"10.1080/09687599.2025.2584167","title":"Self-advocacy in post-secondary education: the central role of structural limitations and relationships","year":2025,"lang":"en","type":"article","venue":"Disability & Society","topic":"Critical and Liberation Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Manitoba","funders":"","keywords":"Perspective (graphical); Identification (biology); Component (thermodynamics); Field (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01258769,0.0003884231,0.0006407016,0.001633637,0.01005824,0.00927556,0.00186805,0.001712765,0.004312329],"category_scores_gemma":[0.02050777,0.000334069,0.0003238466,0.0008780006,0.01988632,0.006353924,0.01076531,0.004092539,0.0002381304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005426176,"about_ca_system_score_gemma":0.009194071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005808651,"about_ca_topic_score_gemma":0.01014167,"domain_scores_codex":[0.9903365,0.006216045,0.0002800575,0.000523716,0.001214623,0.001429129],"domain_scores_gemma":[0.9804775,0.01091328,0.00347013,0.0008588318,0.001176408,0.003103875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002638879,0.0001415363,0.01715404,0.0001664571,0.00001220347,0.0006319887,0.9460307,0.0000358831,0.0003728554,0.01477608,0.0008837687,0.01976812],"study_design_scores_gemma":[0.000006839028,0.00006544903,0.01312187,0.0003425242,0.000009568023,0.0005187401,0.9579316,0.0001164415,0.00021738,0.006519069,0.02113103,0.0000194936],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649861,0.001553788,0.001464348,0.009402107,0.0001181435,0.0000552832,0.00001812211,0.00001779683,0.02238422],"genre_scores_gemma":[0.9982109,0.0003025789,0.0001827048,0.000293811,0.00001266619,0.00001850741,0.000004954948,0.000004622917,0.0009693808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01258769,"threshold_uncertainty_score":0.06657088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272081487935575,"score_gpt":0.3279307496128968,"score_spread":0.3052099347335411,"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."}}