{"id":"W4407276166","doi":"10.70266/9783886177370","title":"10.70266/9783886177370","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":"Psychology; Philosophy","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":[0.0003613333,0.0004405612,0.0008609335,0.0002448571,0.0009587124,0.00001335554,0.0004374971,0.001377273,0.9958779],"category_scores_gemma":[0.00006343073,0.0004011029,0.0002308499,0.0001579464,0.00006585647,0.000049625,0.0002060544,0.001590834,0.9978043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318229,"about_ca_system_score_gemma":0.002409819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008149869,"about_ca_topic_score_gemma":0.000001925145,"domain_scores_codex":[0.9969953,0.0001758199,0.000802036,0.000441545,0.0004497458,0.001135555],"domain_scores_gemma":[0.9979427,0.0003134822,0.0002836793,0.0006688503,0.0001984413,0.0005928323],"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":[0.0000605696,0.00001197939,1.044549e-7,0.0002321488,0.00003314336,0.000005077954,0.0002188591,3.187014e-7,1.12718e-7,0.0001061715,0.8878769,0.1114546],"study_design_scores_gemma":[0.0002495622,0.0001661,0.00001885331,0.0005838065,0.00004632593,0.000001320139,0.00001246437,0.000001872462,6.15849e-8,0.0003564208,0.998156,0.0004071734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001878595,0.0003932211,6.81324e-8,0.001912875,0.00005724261,0.001616842,0.0003372197,0.0003847184,0.9952959],"genre_scores_gemma":[1.217174e-7,0.00002281183,0.00001753497,0.002503321,0.00503331,0.0001991823,0.0003374554,0.0001907058,0.9916956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1110474,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04252273410085435,"score_gpt":0.3654451452094242,"score_spread":0.3229224111085698,"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."}}