{"id":"W7006009646","doi":"","title":"The social and economic value of wheelchair user homes","year":2023,"lang":"en","type":"other","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"London South Bank University; McGill University","keywords":"Wheelchair; Set (abstract data type); Independence (probability theory); Value (mathematics); Universal design; Disabled people; Public housing; Everyday life","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01124984,0.0004028031,0.001204729,0.001122975,0.001653881,0.0001492502,0.001969177,0.0006548762,0.0003099146],"category_scores_gemma":[0.004509436,0.0003222844,0.0001575334,0.0005084283,0.02564824,0.0004075956,0.002694872,0.001660198,0.00006519572],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118344,"about_ca_system_score_gemma":0.006441254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01259976,"about_ca_topic_score_gemma":0.006752861,"domain_scores_codex":[0.9935257,0.0004442241,0.001719444,0.001140204,0.0003093824,0.002861056],"domain_scores_gemma":[0.9915929,0.003719671,0.000736282,0.001166728,0.0004948009,0.002289579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005405405,0.00007298629,0.0326602,0.0001184522,0.00003915314,3.490353e-7,0.00003373183,0.000002058017,0.00003950374,0.9640443,0.001954133,0.0009810643],"study_design_scores_gemma":[0.002965053,0.0009060738,0.5247243,0.0006051229,0.0001044892,0.00001296108,0.00746764,0.005409123,0.0004296117,0.2315394,0.224671,0.001165228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127284,0.0007435267,0.000004877951,0.01721126,0.0004965257,0.001155953,0.00132884,0.00006119181,0.06626946],"genre_scores_gemma":[0.9710511,0.01753572,0.0006821674,0.0004022526,0.000509221,0.00006785116,0.00001267816,0.0001555734,0.009583416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7325049,"threshold_uncertainty_score":0.9999229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010868885574288,"score_gpt":0.4734644638196236,"score_spread":0.3723775752621948,"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."}}