{"id":"W4406513082","doi":"10.1016/s0967-0653(98)83185-2","title":"10.1016/s0967-0653(98)83185-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Mechanics; Viscous flow; Geology; Physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008733011,0.0001364902,0.0001567749,0.00005531389,0.00004980365,0.00006510696,0.0006953533,0.00004197691,0.9635141],"category_scores_gemma":[0.00005750318,0.0001330692,0.00004399705,0.0002568041,0.00001458041,0.0002647871,0.0001245259,0.0001097567,0.9970956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003551228,"about_ca_system_score_gemma":0.00001286394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001257075,"about_ca_topic_score_gemma":1.130033e-8,"domain_scores_codex":[0.9990204,0.00001177672,0.0001801973,0.0002810406,0.0002028972,0.0003036891],"domain_scores_gemma":[0.9991583,0.0000792973,0.00001736089,0.0005579477,0.00003265901,0.0001544231],"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":[0.000004767344,0.00003712765,8.039413e-10,0.00001266596,0.000007579988,0.000007227526,0.00004130114,0.06973321,0.00002627285,0.000301531,0.02183874,0.9079896],"study_design_scores_gemma":[0.00006762473,0.00003474324,1.934771e-7,0.00002048186,0.000002285696,0.000007073765,1.064347e-7,0.2377611,0.00009403675,0.0006683149,0.7612001,0.0001438994],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008839169,0.00002408415,0.1754114,0.0001426503,0.000002215498,0.00009486427,8.446866e-7,0.0004499379,0.8238652],"genre_scores_gemma":[0.0000330944,1.135425e-7,0.1146228,0.00002982845,0.00005731418,0.00001571328,6.67447e-7,0.00001732455,0.8852232],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9078457,"threshold_uncertainty_score":0.5426405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008403291172553388,"score_gpt":0.1881989261817918,"score_spread":0.1797956350092384,"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."}}