{"id":"W4414637738","doi":"10.1007/978-3-031-93022-5_18","title":"Conclusion: Toward Collective Futures of AI and Disability Justice","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; York University","funders":"","keywords":"Cognitive reframing; Value (mathematics); Futures contract; Economic Justice; Intersection (aeronautics); Space (punctuation); Deliberation; Futures studies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002238375,0.0003957406,0.0003139168,0.0006983974,0.003101448,0.00663479,0.001376931,0.005501382,0.02839788],"category_scores_gemma":[0.002124855,0.0001388683,0.0003395278,0.0006517957,0.008319424,0.006975663,0.002901974,0.006515979,0.007122065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003681639,"about_ca_system_score_gemma":0.005027242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006535326,"about_ca_topic_score_gemma":0.01502527,"domain_scores_codex":[0.999094,0.0004065461,0.00002250324,0.00009206822,0.000271123,0.0001138498],"domain_scores_gemma":[0.9988439,0.0006549918,0.0000293369,0.00006639864,0.0002746856,0.0001306737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003131889,0.00001090344,0.00002035499,0.00003080423,0.00000103729,0.00002209834,0.001098125,0.00005942706,0.00003258303,0.9007816,0.09244525,0.00549459],"study_design_scores_gemma":[0.000005732401,0.000004907917,0.00008528323,0.0001572414,0.000002533245,0.00006289393,0.002403102,0.0001720019,0.0001117125,0.4640634,0.5329245,0.000006667393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00211537,0.004586533,0.009638199,0.1842292,0.006718909,0.00007137735,0.0001035944,0.00008000061,0.7924569],"genre_scores_gemma":[0.07766319,0.003128645,0.007199706,0.07086036,0.002923599,0.0002499585,0.0001169833,0.0001605727,0.8376969],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02839788,"threshold_uncertainty_score":0.09500039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04611235882995618,"score_gpt":0.3817550774183722,"score_spread":0.335642718588416,"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."}}