{"id":"W2955506274","doi":"","title":"Lowered expectations : the impact of yield stress on sand transport in laminar, non-Newtonian slurry flows","year":2007,"lang":"en","type":"article","venue":"Journal of the Southern African Institute of Mining and Metallurgy","topic":"Tailings Management and Properties","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Syncrude (Canada)","funders":"","keywords":"Laminar flow; Settling; Slurry; Geotechnical engineering; Newtonian fluid; Mechanics; Shear stress; Pressure gradient; Materials science; Flow (mathematics); Particle (ecology); Geology; Environmental science; Composite material; Environmental engineering; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004316167,0.0001224491,0.0002643518,0.0001721857,0.00005477195,0.00001024973,0.0002394131,0.0000402835,0.00001480732],"category_scores_gemma":[0.00005254963,0.0000651201,0.0001891883,0.0001954435,0.0001030995,0.00008755151,0.0000156212,0.0001601642,4.72439e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002623783,"about_ca_system_score_gemma":0.00003804646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001641479,"about_ca_topic_score_gemma":0.0004286969,"domain_scores_codex":[0.9991589,0.00001501719,0.0004356348,0.00006094699,0.0001835261,0.0001459318],"domain_scores_gemma":[0.9994704,0.00007351783,0.0002280421,0.0001465908,0.00004039088,0.00004104063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.001539865,0.0004768746,0.03149743,0.0003942015,0.002244333,0.000110725,0.2716337,0.5880345,0.06101543,0.0001227077,0.0002671309,0.04266319],"study_design_scores_gemma":[0.01171562,0.004990138,0.3364291,0.009376866,0.002212547,0.0002212759,0.5158993,0.05236329,0.05347982,0.0004880001,0.0104065,0.002417594],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940805,0.0004016357,0.0005196271,0.00006197264,0.0002536051,0.00007785138,0.000009385641,0.000006141789,0.004589237],"genre_scores_gemma":[0.9993283,0.00003999378,0.000307601,0.000004244315,0.00005640643,9.480949e-7,3.819361e-7,0.00001275917,0.0002493504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5356711,"threshold_uncertainty_score":0.2655521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484548275225858,"score_gpt":0.2223297219624375,"score_spread":0.2074842392101789,"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."}}