{"id":"W2792539170","doi":"","title":"Disability and Social Equality: The Centrality of Independent Living","year":2018,"lang":"en","type":"article","venue":"Alternate routes","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Centrality; Independent living; Sociology; Political science; Mathematics; Gerontology; Medicine; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001205068,0.0001092107,0.0002394643,0.00001047537,0.000946323,0.00001600641,0.0002071847,0.0001069181,0.0001864566],"category_scores_gemma":[0.0001625252,0.00007586661,0.0000640507,0.00005753833,0.0005792809,0.0001035298,0.0002742494,0.0002865976,0.00002295172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007256908,"about_ca_system_score_gemma":0.00004838716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009575033,"about_ca_topic_score_gemma":0.003326839,"domain_scores_codex":[0.9981034,0.0007134533,0.0003771165,0.0002096181,0.0002457929,0.0003505584],"domain_scores_gemma":[0.9987205,0.0006487038,0.0002276835,0.0002173453,0.0001335785,0.00005219584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001229924,0.00004108608,0.8851334,0.0001022965,0.00003850871,2.900762e-7,0.1049504,2.789162e-8,0.00007025851,0.007551702,0.0001686522,0.001931089],"study_design_scores_gemma":[0.0002280486,0.00003660794,0.9579228,0.00008677807,0.00003692576,2.502743e-7,0.03167799,0.0000264222,0.0001909469,0.008053625,0.001618969,0.0001205984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930134,0.0001209944,0.00007434052,0.001480789,0.0005732548,0.0002725471,0.00002604183,0.00004758166,0.004391001],"genre_scores_gemma":[0.9973907,0.00003773665,0.00002148657,0.0009781133,0.001109633,0.00001421732,0.000003094206,0.00001150929,0.0004335431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07327237,"threshold_uncertainty_score":0.9970203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06527755836979793,"score_gpt":0.4074543339241202,"score_spread":0.3421767755543223,"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."}}