{"id":"W4411658691","doi":"10.51847/lhcruduw7m","title":"10.51847/lHcrUDuW7M","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":"Value (mathematics); Mathematics; Statistics","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":[0.0003440029,0.0009057037,0.0005648726,0.002113932,0.0006458622,0.00151929,0.001186147,0.0021282,0.9084238],"category_scores_gemma":[0.0007670131,0.0004032062,0.0003939609,0.002235935,0.0004592437,0.001226479,0.001260011,0.0008126933,0.9127461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007902699,"about_ca_system_score_gemma":0.0003323802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643278,"about_ca_topic_score_gemma":0.003165822,"domain_scores_codex":[0.9997887,0.00001922213,0.00001056345,0.00005217479,0.00008622119,0.00004313052],"domain_scores_gemma":[0.9995453,0.00008511286,0.00002395109,0.0001446356,0.0001215712,0.00007950683],"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":[0.0001653366,0.0001159837,0.000363421,0.0002282773,0.00001643374,0.0001014926,0.0000457667,0.0007735942,0.006103659,0.007365375,0.2945439,0.6901768],"study_design_scores_gemma":[0.00003923491,0.00004915109,0.0005317509,0.00007729146,0.000009411852,0.0001304412,0.00003678306,0.001936006,0.003303396,0.001554945,0.9923173,0.00001429086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001678019,0.0005322271,0.01147935,0.0006655199,0.0005377557,0.0001183,0.001605242,0.006558312,0.9768252],"genre_scores_gemma":[0.007573428,0.0002775269,0.00416024,0.0002917521,0.0001015761,0.00007185814,0.001370927,0.0006946716,0.985458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09157622,"threshold_uncertainty_score":0.1306223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003896601353324093,"score_gpt":0.1529182731466443,"score_spread":0.1490216717933202,"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."}}