{"id":"W4229716952","doi":"10.1063/1.2759190.1","title":"10.1063/1.2759190.1","year":2007,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Instability; Reynolds number; Mechanics; Displacement (psychology); Context (archaeology); Flow (mathematics); Newtonian fluid; Stratification (seeds); Viscosity; Mixing (physics); Shear flow; Materials science; Thermodynamics; Physics; Turbulence; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007144221,0.003316431,0.001711205,0.004027452,0.0007279936,0.002736769,0.003086879,0.002422744,0.198026],"category_scores_gemma":[0.002479173,0.0006886622,0.0009443383,0.008333327,0.0004575191,0.001540913,0.002463632,0.001645591,0.4804785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009710222,"about_ca_system_score_gemma":0.001335188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012909,"about_ca_topic_score_gemma":0.0137985,"domain_scores_codex":[0.9991215,0.0001180196,0.0001003594,0.0002422135,0.0002534206,0.000164371],"domain_scores_gemma":[0.9993322,0.0001129826,0.00006445998,0.000265521,0.0001361695,0.00008866045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005809046,0.00004159249,0.0009246317,0.0005920104,0.00002996246,0.00003795866,0.00002075962,0.00055859,0.0002073049,0.0004023342,0.9842011,0.01292568],"study_design_scores_gemma":[0.00009863808,0.00001852301,0.003071766,0.0001623441,0.00001460928,0.00005132658,0.00005074917,0.0008472157,0.0005314096,0.001041388,0.9940889,0.00002313993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001582244,0.00006586885,0.0001507156,0.00004934996,0.00002800152,0.0000122447,0.9969785,0.001129791,0.001427229],"genre_scores_gemma":[0.0002827586,0.00005976875,0.0002202905,0.00002120473,0.000005414236,0.00003909792,0.9982102,0.00008126139,0.001080006],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8019741,"threshold_uncertainty_score":0.6624628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007976505857266503,"score_gpt":0.2354290589589158,"score_spread":0.2274525531016493,"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."}}