{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001873497,0.0007519817,0.0008359284,0.0002981283,0.0001456837,0.0001349856,0.0007242288,0.001008257,0.001737313],"category_scores_gemma":[0.0005990843,0.0007172164,0.0003935999,0.0003595043,0.0002478307,0.0002939078,0.0005180497,0.001062547,0.01222291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653494,"about_ca_system_score_gemma":0.00003361998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006892227,"about_ca_topic_score_gemma":0.00008290056,"domain_scores_codex":[0.9972005,0.00001629865,0.0006665531,0.000754066,0.0004574274,0.0009051399],"domain_scores_gemma":[0.9982172,0.0004462057,0.0001784665,0.000858153,0.00009601584,0.000203929],"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":[0.00008424393,0.0001395305,0.0000106199,0.0001597088,0.0003019156,0.0002259291,0.0000129363,0.00003276848,0.00004751676,0.0002887483,0.9973921,0.001304012],"study_design_scores_gemma":[0.0004371016,0.0001330863,0.00002633997,0.00009167334,0.00009204713,0.00006684485,0.00001664775,0.001399272,0.00002172526,0.0000898107,0.9967954,0.0008300987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005109838,0.0009137391,0.00237281,0.00001867714,0.000637583,0.0002210705,0.9665648,0.000326754,0.02889344],"genre_scores_gemma":[0.0003525431,0.0001175018,0.00008859529,0.0001530727,0.0006206229,0.00004249028,0.9608755,0.00008066329,0.03766904],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0104856,"threshold_uncertainty_score":0.9995279,"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."}}