{"id":"W4415878106","doi":"10.1177/27546330251394345","title":"Beyond Psycho-Emotional Disablism: Reframing Learning Disabilities as Resources in the Lives of Post-Secondary Students","year":2025,"lang":"en","type":"article","venue":"Neurodiversity","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cognitive reframing; Coping (psychology); Learning disability; Mental health; Qualitative research; Semi-structured interview","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005454932,0.0008973693,0.001082256,0.001898647,0.01227473,0.01175242,0.002142917,0.002759261,0.0028919],"category_scores_gemma":[0.007450728,0.0005546546,0.0008396375,0.001116376,0.02188266,0.01107434,0.02007956,0.007895428,0.0005026006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005201654,"about_ca_system_score_gemma":0.007248211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009902027,"about_ca_topic_score_gemma":0.01946412,"domain_scores_codex":[0.9935889,0.00335787,0.0002404697,0.0004635787,0.0007803019,0.001568891],"domain_scores_gemma":[0.9938443,0.00203394,0.0007561824,0.0003166923,0.0005665259,0.002482384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001586339,0.00007136555,0.005170599,0.0001085891,0.000008848914,0.0009912676,0.9843631,0.00003462442,0.0004445111,0.002368778,0.0006664799,0.005755878],"study_design_scores_gemma":[0.000001952791,0.00003939297,0.002657375,0.0001371671,0.000005396617,0.0003741056,0.9879037,0.00002585642,0.0001180877,0.001032121,0.007688277,0.00001672202],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978392,0.001723279,0.0008987921,0.01027593,0.0002197201,0.00005179151,0.00005348026,0.00002143755,0.008363475],"genre_scores_gemma":[0.995629,0.001128122,0.0003422841,0.001156657,0.00003611689,0.0000410249,0.00002130562,0.0000150797,0.00163049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01227473,"threshold_uncertainty_score":0.03774083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214933466157445,"score_gpt":0.3308340767320043,"score_spread":0.3093407301162598,"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."}}