{"id":"W4406539805","doi":"10.1016/j.yort.2013.01.013","title":"10.1016/j.yort.2013.01.013","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; General surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005516728,0.001535175,0.0006830505,0.001976633,0.0008698629,0.00336677,0.0009023074,0.003026646,0.8787053],"category_scores_gemma":[0.0008446802,0.0005232912,0.0006880737,0.001380698,0.001055023,0.002184708,0.00107897,0.001044316,0.7936742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007596387,"about_ca_system_score_gemma":0.001032935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00300107,"about_ca_topic_score_gemma":0.002568104,"domain_scores_codex":[0.9997644,0.0000165372,0.00001479735,0.00008047616,0.00007243998,0.00005133566],"domain_scores_gemma":[0.9995407,0.00009931912,0.00008312807,0.00003855414,0.0001177727,0.0001205614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003347829,0.0003511871,0.004657483,0.0008112606,0.00007808051,0.0003600802,0.0001409708,0.002528985,0.003291084,0.01362324,0.1954428,0.77838],"study_design_scores_gemma":[0.0001009366,0.0002871588,0.005866465,0.00119576,0.0001017183,0.002004309,0.0005594342,0.004995931,0.001837342,0.01219298,0.9707823,0.00007557734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009910007,0.01373681,0.02170349,0.004477869,0.002398948,0.0001094739,0.003483245,0.003970135,0.9402099],"genre_scores_gemma":[0.03352774,0.005519064,0.007681284,0.0008806181,0.0005298324,0.00009889076,0.00232943,0.0004311576,0.949002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1212947,"threshold_uncertainty_score":0.1730121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003792132329450715,"score_gpt":0.1488556703820492,"score_spread":0.1450635380525985,"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."}}