{"id":"W4416845913","doi":"10.21125/iceri.2025.2475","title":"RETHINKING IDENTITY: A HERMENEUTIC CASE STUDY OF POST-SECONDARY STUDENTS WITH LEARNING DISABILITIES IN CANADA","year":2025,"lang":"","type":"article","venue":"ICERI proceedings","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Learning disability; Inclusion (mineral); Qualitative research; Interpretation (philosophy); Perspective (graphical)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001362068,0.0002998749,0.0005846178,0.0002103106,0.0008452476,0.0005037038,0.0006011936,0.000118881,0.0001987481],"category_scores_gemma":[0.0003613772,0.0002550026,0.00006165708,0.001535891,0.0007172694,0.001559373,0.0003295814,0.0006563484,0.000001313151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431837,"about_ca_system_score_gemma":0.003212448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914386,"about_ca_topic_score_gemma":0.9970597,"domain_scores_codex":[0.9962027,0.0001841517,0.0008983028,0.000735952,0.00143168,0.0005472177],"domain_scores_gemma":[0.9984319,0.0002971436,0.0004014552,0.0001627669,0.000582773,0.000124028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001104476,0.0006724269,0.6454551,0.0005927494,0.0001189765,0.0001171324,0.3503607,0.00004448547,0.00002654688,0.001233725,0.0000119908,0.001255765],"study_design_scores_gemma":[0.001304187,0.0005047508,0.1235741,0.0004228163,0.0001600588,0.00002446414,0.870824,0.00008173165,0.00002689398,0.002704916,0.0001159053,0.0002562433],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986449,0.0001031262,5.211019e-7,0.0007158187,0.0003970962,0.001599472,0.000004578125,0.00002649003,0.01070388],"genre_scores_gemma":[0.9981713,0.00003332806,0.00001050032,0.00009071877,0.00004829273,0.00006803348,0.000001305996,0.00001853024,0.001557955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.521881,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952749865483854,"score_gpt":0.3198924865743813,"score_spread":0.3003649879195427,"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."}}