{"id":"W4406438577","doi":"10.1016/0967-0653(95)91395-k","title":"10.1016/0967-0653(95)91395-k","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Stratified flow; Environmental science; Flow (mathematics); Surface layer; Layer (electronics); Atmospheric sciences; Geology; Meteorology; Geography; Materials science; Mechanics; Physics; Composite material","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":[0.00007843004,0.0001056447,0.0001180929,0.00001410797,0.0001405655,0.0000208915,0.0001339977,0.00003046276,0.9996572],"category_scores_gemma":[0.000007756377,0.00008444162,0.00003507162,0.00008610193,0.00005706115,0.0000793607,0.00001061648,0.0000526629,0.9992844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004245366,"about_ca_system_score_gemma":0.000004361539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004525691,"about_ca_topic_score_gemma":0.000006293279,"domain_scores_codex":[0.9992986,0.0000207862,0.0001108033,0.0001701005,0.0001656576,0.0002340152],"domain_scores_gemma":[0.9996987,0.00004067234,0.00001476365,0.0001220886,0.000002578859,0.0001211769],"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":[0.00002391763,0.000008705419,0.00006085211,0.000001413228,0.000009896959,0.000003278585,0.00002211891,0.0004619265,3.25504e-7,7.373632e-8,0.139937,0.8594705],"study_design_scores_gemma":[0.00008540198,0.0001189905,0.006449431,0.000004104965,0.000009028464,0.000003684548,0.000005721142,0.0006747299,0.000005534976,0.0000127068,0.992502,0.0001286567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002667436,0.0003362952,7.705046e-7,0.0001690759,0.000001732223,0.00009118837,0.00003066513,0.00004286342,0.99666],"genre_scores_gemma":[0.001912183,0.000003312935,0.000166283,0.00008177654,0.00008160122,0.00000126187,0.0000436323,0.00000327779,0.9977067],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8593419,"threshold_uncertainty_score":0.3443429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006569590681436458,"score_gpt":0.1420356749149242,"score_spread":0.1354660842334877,"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."}}