{"id":"W4417466687","doi":"10.3390/soc15120359","title":"Ally Burnout: Views of Disability Studies Students","year":2025,"lang":"en","type":"article","venue":"Societies","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Context (archaeology); Face (sociological concept); Convention on the Rights of Persons with Disabilities; Convention; Burnout; Inclusion (mineral)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000944135,0.00006624719,0.0001971549,0.00001150355,0.0003659315,0.00004068336,0.0002513647,0.00005791614,0.00007678907],"category_scores_gemma":[0.0002576562,0.00004707559,0.0001332721,0.0002039796,0.003042952,0.0001228334,0.00009275428,0.00005635557,0.000005952413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347556,"about_ca_system_score_gemma":0.00007503527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005960819,"about_ca_topic_score_gemma":0.0014026,"domain_scores_codex":[0.9988478,0.0002089211,0.0002356112,0.0001577954,0.0004057305,0.0001441608],"domain_scores_gemma":[0.999361,0.000219388,0.0000654212,0.0001700972,0.0001591497,0.00002499499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002060719,0.000644237,0.4767163,0.0003422687,0.0003297839,2.263114e-7,0.2237864,0.00001012441,0.0001066098,0.2618424,0.02959018,0.006610892],"study_design_scores_gemma":[0.0003644967,0.00003889535,0.1311306,0.0001004247,0.0000775213,2.27566e-8,0.4193325,0.000002285011,0.000386937,0.3681976,0.08021226,0.0001565063],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905413,0.001934499,0.00002608837,0.01107771,0.0006964325,0.0004237619,0.000005436573,0.00005649769,0.09523827],"genre_scores_gemma":[0.9787232,0.0007736122,0.00009407879,0.0001258425,0.00006025626,0.00001995997,0.000001399578,0.000002312634,0.02019938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3455857,"threshold_uncertainty_score":0.9996702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07766096893552728,"score_gpt":0.4807558401534009,"score_spread":0.4030948712178737,"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."}}