{"id":"W1648041118","doi":"10.1332/policypress/9781447318323.001.0001","title":"Disabled people, work and welfare","year":2015,"lang":"en","type":"book","venue":"Policy Press eBooks","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Work (physics); Welfare; Psychology; Sociology; Business; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005054686,0.000223264,0.0003464297,0.0001424268,0.0004065228,0.0001300816,0.000297035,0.0005370572,0.00005468576],"category_scores_gemma":[0.0002271788,0.000222075,0.00004909571,0.00004410531,0.0002981199,0.00004763747,0.0001249552,0.0003917408,0.00001637265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003041587,"about_ca_system_score_gemma":0.001584139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004481153,"about_ca_topic_score_gemma":0.009380358,"domain_scores_codex":[0.9982469,0.0001782459,0.0002869559,0.000315045,0.0005256956,0.0004471682],"domain_scores_gemma":[0.9988095,0.00009221808,0.0001752467,0.0002852108,0.0002754925,0.000362387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007368182,0.000004434256,0.00001756179,0.00007653533,0.00001671712,0.000001822138,0.01104544,2.867388e-8,2.24694e-8,0.8927691,0.07909317,0.01696781],"study_design_scores_gemma":[0.0001439585,0.0000134919,0.00005136868,0.00007526653,0.00001150157,5.209488e-7,0.0003781657,1.874638e-7,4.182954e-7,0.0291296,0.9699719,0.0002236142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003671327,0.0006820411,0.000001490376,0.02685868,0.0002483191,0.0003992024,0.00004257952,0.0001657568,0.9715652],"genre_scores_gemma":[0.01896111,0.0003468849,0.00002308999,0.0007555232,0.002116077,0.00005773781,0.00002151834,0.00004333604,0.9776747],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8908787,"threshold_uncertainty_score":0.9055954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1200721031780979,"score_gpt":0.3878153007706848,"score_spread":0.2677431975925869,"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."}}