{"id":"W4406485708","doi":"10.1016/0967-0653(96)85641-9","title":"10.1016/0967-0653(96)85641-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Advection; Chaotic mixing; Mixing (physics); Chaotic; Eulerian path; Mechanics; Environmental science; Statistical physics; Meteorology; Computer science; Mathematics; Physics; Applied mathematics; Thermodynamics; Artificial intelligence; Lagrangian","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":[0.00007947976,0.0001502687,0.0001985435,0.00002778514,0.00008153024,0.00005760646,0.0001778769,0.00003629083,0.9977126],"category_scores_gemma":[0.000001874987,0.0001319322,0.000101395,0.000134196,0.00002072326,0.00007074073,0.00003008636,0.0000954826,0.9968013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001590921,"about_ca_system_score_gemma":0.00001543502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002207171,"about_ca_topic_score_gemma":1.512459e-7,"domain_scores_codex":[0.999099,0.00003141291,0.0001987594,0.0002299872,0.0001416535,0.0002992198],"domain_scores_gemma":[0.9994892,0.00002988879,0.00003095199,0.0002551857,0.00002475493,0.0001699457],"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":[0.00003638931,0.0001153103,0.000003597323,0.000005832704,0.0000397183,0.000001809253,0.00002254076,0.0001407213,0.00005022236,0.0002051794,0.2017642,0.7976145],"study_design_scores_gemma":[0.0002050601,0.00006464651,0.00002054221,0.00001578553,0.00001037934,7.140279e-7,0.00000232128,0.002089294,0.00004233041,0.0001506747,0.9972089,0.0001893531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003412845,0.00001653321,0.00002014781,0.0001370563,0.000002898117,0.0001656499,0.00005069139,0.00006766814,0.9961265],"genre_scores_gemma":[0.01402539,1.493355e-8,0.00003164326,0.00001458936,0.0004505037,0.00002583741,0.00005150459,0.00002241995,0.9853781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7974251,"threshold_uncertainty_score":0.538004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004390662394961624,"score_gpt":0.1695519345764377,"score_spread":0.1651612721814761,"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."}}