{"id":"W4408635623","doi":"10.3389/fsoc.2025.1401812","title":"Toward a politics of shame: cripping understandings of affect in disabled people’s encounters with unsolicited advice","year":2025,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Shame; Feeling; Sadness; Psychology; Social psychology; Embarrassment; Affect (linguistics); Qualitative research; Resistance (ecology); Narrative; Advice (programming); Sociology; Anger; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004941747,0.00008148835,0.0003624219,0.0002178674,0.00007298114,0.00000627997,0.000174103,0.0001647781,0.00001897743],"category_scores_gemma":[0.000154314,0.00006683536,0.0000503146,0.0005051551,0.002573717,0.0001005976,0.00002511427,0.0001256877,2.294175e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003728255,"about_ca_system_score_gemma":0.000243267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009296715,"about_ca_topic_score_gemma":0.008177025,"domain_scores_codex":[0.9987807,0.0003331526,0.0002876349,0.0001876407,0.0001367894,0.0002741189],"domain_scores_gemma":[0.9994326,0.0002568376,0.000116293,0.0001062471,0.00006019453,0.00002783313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008385009,0.00008885261,0.6935925,0.0001141551,0.00004141732,0.000001022662,0.1469071,0.00009290213,0.00004232838,0.1580628,0.0008862523,0.00008689299],"study_design_scores_gemma":[0.002000741,0.0001606571,0.1332726,0.0002878485,0.00005218407,3.174039e-7,0.5990945,0.0007450929,0.00007946468,0.2634995,0.00059892,0.0002081617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682865,0.0001171086,0.005006094,0.003269236,0.0004385157,0.0003500183,0.000007021422,0.00001948682,0.02250599],"genre_scores_gemma":[0.998803,0.00006842175,0.0006834969,0.00008510121,0.00001648845,0.00001118148,0.000005497575,0.000004269584,0.0003225321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5603198,"threshold_uncertainty_score":0.9973004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189323132932679,"score_gpt":0.3235839970997271,"score_spread":0.3046516838064592,"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."}}