{"id":"W4409985967","doi":"10.1080/15487733.2025.2497141","title":"Disability in sustainability theories, models, and frameworks: a scoping review guided by the international classification of functioning and the sustainable development goals","year":2025,"lang":"en","type":"review","venue":"Sustainability Science Practice and Policy","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; World Bank Group","keywords":"Sustainability; International Classification of Functioning, Disability and Health; Sustainable development; Management science; Environmental resource management; Psychology; Engineering; Ecology; Economics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03474486,0.0003776532,0.001254507,0.0002661537,0.002478221,0.0001114164,0.001222863,0.0005256932,0.00001261456],"category_scores_gemma":[0.1516985,0.0002267879,0.0000966431,0.002281263,0.008881198,0.001004295,0.002631442,0.00238742,3.716341e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003615935,"about_ca_system_score_gemma":0.01858145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003080913,"about_ca_topic_score_gemma":0.0002803072,"domain_scores_codex":[0.9912381,0.004735619,0.00190652,0.0009465975,0.0004791813,0.0006939564],"domain_scores_gemma":[0.9662426,0.02521958,0.001952639,0.002380281,0.004052255,0.0001526843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009932204,0.0001918779,0.003419812,0.1400457,0.00004271821,4.79184e-7,0.003293694,0.000001227263,3.292425e-8,0.3866767,0.0002583848,0.46597],"study_design_scores_gemma":[0.001214002,0.00005647235,0.004948904,0.06558133,0.0005697444,0.00001761297,0.1355125,0.0002128897,3.018395e-7,0.23501,0.5562671,0.0006091677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000319976,0.9030217,0.0007320563,0.08304779,0.00007637846,0.01049735,0.00001308547,0.00004628563,0.002245382],"genre_scores_gemma":[0.01769672,0.977064,0.0002442885,0.001318944,0.00002866611,0.003133727,0.0000178677,0.00001142727,0.0004843968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5560088,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07896461932712781,"score_gpt":0.5215660005698919,"score_spread":0.442601381242764,"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."}}