{"id":"W4389870992","doi":"10.1080/08882746.2023.2295182","title":"The influence of disability-related dwelling adaptations on household dwelling satisfaction","year":2023,"lang":"en","type":"article","venue":"Housing and Society","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"Social Sciences and Humanities Research Council","keywords":"Subsidy; Stock (firearms); Renting; Context (archaeology); Subsidized housing; Business; Demographic economics; Socioeconomics; Geography; Economics; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003128572,0.00006876817,0.0000813052,0.000003619765,0.001007462,0.00002535314,0.00004580492,0.00004894761,0.000004920101],"category_scores_gemma":[0.00003411252,0.00005180505,0.00006647171,0.0002564082,0.0005836209,0.00005912055,0.00004615583,0.0001145961,0.00001474849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007431607,"about_ca_system_score_gemma":0.000003493302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008411564,"about_ca_topic_score_gemma":0.0001593331,"domain_scores_codex":[0.9993581,0.00003404574,0.0001430127,0.0001417141,0.0001721858,0.0001509803],"domain_scores_gemma":[0.9995716,0.0002428069,0.0000568008,0.00009556259,0.000005298391,0.00002789309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009889924,0.0000374018,0.5465153,0.00001884898,0.00006277177,7.053313e-7,0.02854496,0.3877188,0.001695491,0.001357512,0.0016683,0.03237003],"study_design_scores_gemma":[0.0000946947,0.00001913797,0.9880556,0.00002064868,0.00001253882,1.723159e-7,0.003804957,0.005794339,0.00005373868,0.001525522,0.0005387999,0.00007984567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987376,0.00005090809,0.0000354629,0.0002212356,0.00005735825,0.00007683775,0.000003435395,0.00008330246,0.0007338536],"genre_scores_gemma":[0.9986759,0.001037937,0.00009399068,0.00004852161,0.00001693265,0.000003710488,9.803626e-7,0.000008095042,0.0001139292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4415404,"threshold_uncertainty_score":0.7748687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236697054702442,"score_gpt":0.2350308883198295,"score_spread":0.2113611828495854,"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."}}