{"id":"W2318358798","doi":"10.1017/idm.2014.29","title":"Studies to evaluate the outcome of DM in the public and private sector in China","year":2014,"lang":"en","type":"article","venue":"International Journal of Disability Management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainland China; Private sector; Context (archaeology); Business; Government (linguistics); Public sector; China; Economic growth; Promotion (chess); Rehabilitation; Work (physics); Political science; Public administration; Public relations; Medicine; Geography; Economics; Engineering; Politics; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009926319,0.00007473976,0.0002036686,0.0001574213,0.000100142,0.00001372387,0.000591979,0.00002545044,0.00006297091],"category_scores_gemma":[0.001620944,0.00003863169,0.00004807899,0.0002157524,0.0001290485,0.0001153705,0.0002906105,0.00038246,0.000009470876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003317351,"about_ca_system_score_gemma":0.00004257964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008973548,"about_ca_topic_score_gemma":0.0008440583,"domain_scores_codex":[0.9966226,0.00118219,0.0009567444,0.0001141073,0.0009136446,0.0002106888],"domain_scores_gemma":[0.9976145,0.001614116,0.0001997101,0.0001954371,0.000317911,0.00005833201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000248442,0.0001732224,0.9631734,0.0001975319,0.00006196964,0.000002445612,0.002484074,0.00009565118,0.000002188193,0.02191526,0.0002445907,0.01140121],"study_design_scores_gemma":[0.0008436994,0.0001048546,0.9835197,0.00012773,0.000006896456,0.000001266764,0.002450623,0.000232788,8.098477e-7,0.008731289,0.003947424,0.00003288099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962849,0.00008080249,0.0001410658,0.1009344,0.000493055,0.0007344491,0.000005483725,0.000001778705,0.001324035],"genre_scores_gemma":[0.9981478,0.0001135577,0.0001662713,0.001319912,0.0001411482,0.00006596948,0.00000125767,0.000003956911,0.00004008304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018629,"threshold_uncertainty_score":0.3440284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1753477108756243,"score_gpt":0.5407550536193673,"score_spread":0.365407342743743,"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."}}