{"id":"W4406489396","doi":"10.1016/s0967-0653(98)85514-2","title":"10.1016/s0967-0653(98)85514-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Boundary layer; Surface roughness; Surface finish; Surface (topology); Geometry; Layer (electronics); Materials science; Boundary (topology); Geology; Composite material; Mechanics; Mathematics; Mathematical analysis; 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":[0.0001290588,0.000156811,0.0001625631,0.00009412851,0.00005735834,0.00006148158,0.0002814743,0.00008411625,0.9968673],"category_scores_gemma":[0.00001184455,0.0001642896,0.00005906912,0.0002645982,0.00002931039,0.00007644947,0.00004308678,0.0001968732,0.9985608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008425595,"about_ca_system_score_gemma":0.00001436246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001809328,"about_ca_topic_score_gemma":0.000001790288,"domain_scores_codex":[0.9989983,0.000015311,0.0001648718,0.0001867947,0.0002241453,0.0004105216],"domain_scores_gemma":[0.9994076,0.00002640461,0.000005699928,0.0003278093,0.00003518087,0.0001972739],"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":[0.00002605489,0.00002767283,4.004344e-8,0.00002007738,0.00003975052,0.00001458617,0.000020522,0.04012808,0.0002915433,0.00001175395,0.2378873,0.7215326],"study_design_scores_gemma":[0.0001057754,0.00003321365,0.00001673141,0.000007107079,0.00000388597,0.000003154725,3.869196e-7,0.251848,0.00001236938,0.000009925615,0.7478035,0.0001559205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001064029,0.00008085976,0.00002823006,0.00006885774,0.000002414972,0.0001546648,0.00003379137,0.0003025873,0.9982646],"genre_scores_gemma":[0.0006831003,0.000002734891,0.0002095297,0.000007496335,0.00009293803,0.0000210098,0.00003430227,0.00006040881,0.9988885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7213767,"threshold_uncertainty_score":0.6699536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005113433418048367,"score_gpt":0.1780669830726289,"score_spread":0.1729535496545806,"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."}}