{"id":"W7000522486","doi":"","title":"Exploring Self-advocacy in Brazilian Schools: Experiences of Teachers and their Students with Developmental Disabilities","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Qualitative research; Data collection; Agency (philosophy); Semi-structured interview","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001569954,0.0004441392,0.0005955592,0.0003528442,0.001073741,0.0001402572,0.0007325627,0.0002699951,0.0001180888],"category_scores_gemma":[0.001174432,0.000397917,0.0001035723,0.0008410669,0.0001900054,0.001618608,0.0001213262,0.000718113,0.000008584394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008195828,"about_ca_system_score_gemma":0.0006015297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003376485,"about_ca_topic_score_gemma":0.02461093,"domain_scores_codex":[0.9965827,0.0005647856,0.0008005745,0.0007469613,0.0008019661,0.0005030467],"domain_scores_gemma":[0.9985502,0.0003712542,0.0003389148,0.0002840646,0.00023777,0.0002177959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004027206,0.002254463,0.09908415,0.001270864,0.0005601794,0.000007602055,0.7245534,0.000006771867,0.0008973715,0.0463654,0.00001271678,0.1245843],"study_design_scores_gemma":[0.0004382884,0.00006462196,0.02044378,0.0007076984,0.00002992268,5.662656e-7,0.9667006,2.941981e-7,0.00458383,0.002069166,0.004479316,0.000481985],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549427,0.0001442234,2.089204e-8,0.00003286222,0.0004615392,0.000636397,0.0000463411,0.0001000179,0.04363592],"genre_scores_gemma":[0.9953974,0.0005050056,0.0003431288,0.00004603161,0.00003161646,0.0006142636,0.00009864599,0.00003518256,0.002928694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2421471,"threshold_uncertainty_score":0.9998473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06318821454465541,"score_gpt":0.333376484357967,"score_spread":0.2701882698133116,"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."}}