{"id":"W2997818234","doi":"10.33697/ajur.2019.029","title":"Investigation of Constant Volume and Constant Flux Initial Conditions on Bidensity Particle-Laden Slurries on an Incline","year":2019,"lang":"en","type":"article","venue":"American Journal of Undergraduate Research","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Slurry; Particle (ecology); Constant (computer programming); Mechanics; Volume (thermodynamics); Flux (metallurgy); Materials science; Particle size; Ridge; Thermodynamics; Physics; Chemistry; Composite material; Geology; Metallurgy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003135874,0.0002757964,0.0005427972,0.0005918259,0.0004272335,0.0009554219,0.0003755621,0.0006596766,0.0008687837],"category_scores_gemma":[0.00143635,0.0001402712,0.000209382,0.0003221517,0.0006715773,0.0005104773,0.0003433206,0.00053096,0.0001233456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000792975,"about_ca_system_score_gemma":0.0003370089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002991435,"about_ca_topic_score_gemma":0.002029244,"domain_scores_codex":[0.9997337,0.00002453328,0.00001763798,0.00006971561,0.00009304297,0.00006131658],"domain_scores_gemma":[0.9994457,0.0002548073,0.0001246826,0.00002785896,0.0001087283,0.0000381798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004954094,0.0002586322,0.005359817,0.0002296129,0.00001467565,0.0007713235,0.0004836796,0.01523002,0.9685602,0.00286485,0.0001791172,0.0055527],"study_design_scores_gemma":[0.00007228175,0.00109329,0.01389202,0.00004375055,0.00002837107,0.0001136355,0.0004627936,0.1188005,0.8635597,0.0005517073,0.001338827,0.00004299625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969548,0.0001578092,0.001796178,0.00003829144,0.000009068596,0.00001978456,0.00008041901,0.00002366564,0.0009200003],"genre_scores_gemma":[0.9974772,0.000143303,0.001740186,0.00001597335,0.000005962268,0.00001785562,0.0001087874,0.00001027306,0.0004804184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002991435,"threshold_uncertainty_score":0.005948067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04661706228798106,"score_gpt":0.3422947957023325,"score_spread":0.2956777334143514,"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."}}