{"id":"W2089717297","doi":"10.1002/cjce.5450780415","title":"Anomalous friction in slurry flows","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Slurry; Mechanics; Geology; Environmental science; Physics; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001492811,0.0001003202,0.0001457878,0.0001322429,0.00002611935,0.00002925677,0.0001811657,0.00007576231,0.0001823988],"category_scores_gemma":[0.00002362423,0.00008415653,0.00006638584,0.0002125309,0.00001375946,0.00008584867,0.000001996982,0.000378254,0.00001640205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801387,"about_ca_system_score_gemma":0.00006537703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003811353,"about_ca_topic_score_gemma":0.0002919446,"domain_scores_codex":[0.9993529,0.000005820646,0.0002463902,0.00004444053,0.00009275584,0.0002576822],"domain_scores_gemma":[0.9996235,0.00002298759,0.00001138838,0.00009669195,0.00001838072,0.0002270869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002370538,0.00001388398,0.0006036566,0.00007858085,0.0001015643,0.0004437816,0.001615048,0.5079126,0.4563839,0.0003535949,0.001623143,0.03084652],"study_design_scores_gemma":[0.001856556,0.0000611397,0.001348668,0.0003354934,0.00007114462,0.001314194,0.00002896569,0.7851309,0.1552027,0.0004126652,0.05342147,0.0008161632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978167,0.000974687,0.0001264577,0.00009884426,0.0002533863,0.00003413631,0.000001946611,0.00002397061,0.0006698603],"genre_scores_gemma":[0.9994953,0.00001131493,0.0002381683,0.00002363389,0.000198678,0.000001386386,8.8755e-7,0.00002264789,0.000008019245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3011812,"threshold_uncertainty_score":0.3431804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004117490057631454,"score_gpt":0.1556098814712857,"score_spread":0.1514923914136542,"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."}}