{"id":"W4406476391","doi":"10.1016/s0967-0653(97)81952-7","title":"10.1016/s0967-0653(97)81952-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ridge; Plume; Geology; Panache; Geomorphology; Paleontology; Geography; Meteorology","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":[0.000110199,0.0001702517,0.0001618695,0.00006545569,0.00004352975,0.00003980699,0.0002629109,0.0000768322,0.9960567],"category_scores_gemma":[0.00002253916,0.0001924313,0.00005453392,0.000235805,0.00002334953,0.0001066417,0.00003033473,0.0001481571,0.9997088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008278811,"about_ca_system_score_gemma":0.000008175878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005158366,"about_ca_topic_score_gemma":2.972616e-7,"domain_scores_codex":[0.9990543,0.00001705244,0.0001984022,0.0001842228,0.0001621397,0.0003839107],"domain_scores_gemma":[0.9993593,0.0000380084,0.000007309478,0.0004011014,0.00002074366,0.0001735767],"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":[0.00001727027,0.00002105129,6.748589e-8,0.000009588527,0.00002689224,0.000009892294,0.00002637225,0.04631272,0.0001811621,0.000005886311,0.04517836,0.9082108],"study_design_scores_gemma":[0.0001559762,0.000026997,0.000004099721,0.000009631522,0.000009711071,0.000005968088,3.780953e-7,0.1838452,0.0002023849,0.000009906072,0.8155304,0.0001992973],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003095837,0.0000939224,0.00001174167,0.00004212671,0.000005412532,0.0001439365,0.0000192406,0.000700256,0.9958875],"genre_scores_gemma":[0.0005131785,5.801076e-7,0.0004230837,0.00001500916,0.0001271579,0.00002829603,0.00001090431,0.00006221161,0.9988196],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9080114,"threshold_uncertainty_score":0.784712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005829000813710765,"score_gpt":0.1662877250650403,"score_spread":0.1604587242513295,"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."}}