{"id":"W4407276449","doi":"10.70266/9783886177509","title":"10.70266/9783886177509","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Social Policies and Healthcare Reform","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003604072,0.0004400421,0.0008607404,0.0002444289,0.0009543671,0.00001335589,0.0004368437,0.001375377,0.9957759],"category_scores_gemma":[0.00006297476,0.0004005983,0.000230522,0.0001576309,0.00006495511,0.0000495606,0.0002030427,0.001585506,0.9977872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308267,"about_ca_system_score_gemma":0.002370429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008000046,"about_ca_topic_score_gemma":0.000001918314,"domain_scores_codex":[0.9970016,0.0001754729,0.0008005283,0.0004405862,0.0004487039,0.001133083],"domain_scores_gemma":[0.997951,0.0003100355,0.0002833251,0.0006671892,0.0001978026,0.000590695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006114085,0.00001197295,9.792473e-8,0.0002267496,0.000032538,0.000005030392,0.0002130354,3.16656e-7,1.127775e-7,0.0001060599,0.8845392,0.1148037],"study_design_scores_gemma":[0.0002515821,0.0001679037,0.00001861789,0.0005837006,0.00004621107,0.000001302034,0.0000122948,0.000001854751,6.081531e-8,0.0003666172,0.9981433,0.0004065683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001787492,0.0003940778,6.681309e-8,0.002033113,0.000056339,0.001608581,0.000333794,0.0003846469,0.9951876],"genre_scores_gemma":[1.158063e-7,0.00002228768,0.00001760429,0.002584283,0.00501671,0.0001928807,0.0003370594,0.0001885165,0.9916406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1143972,"threshold_uncertainty_score":0.999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04240863736843118,"score_gpt":0.3659580028666741,"score_spread":0.3235493654982429,"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."}}