{"id":"W3035192072","doi":"10.1061/(asce)hy.1943-7900.0001786","title":"Experimental Investigation of Archimedes Screw Pump","year":2020,"lang":"en","type":"article","venue":"Journal of Hydraulic Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Inlet; Rotational speed; Rotation (mathematics); Screw pump; Volumetric flow rate; Scaling; Mechanics; Centrifugal pump; Structural basin; Water flow; Flow (mathematics); Environmental science; Geotechnical engineering; Geology; Mechanical engineering; Impeller; Engineering; Mathematics; Physics; Geometry","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":[0.0001830336,0.0001524789,0.0003657843,0.0001214297,0.00001325019,0.00001657031,0.0001941179,0.00005496313,0.00003787812],"category_scores_gemma":[0.00006962814,0.0001425825,0.0001216569,0.0001991922,0.00002043445,0.0001973922,0.00001845769,0.0002054027,0.0000110465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000381398,"about_ca_system_score_gemma":0.00002261953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003005134,"about_ca_topic_score_gemma":1.089198e-7,"domain_scores_codex":[0.9987981,0.00001781614,0.0006664622,0.00006902051,0.0002843648,0.0001642908],"domain_scores_gemma":[0.999431,0.00006689609,0.0001456461,0.00009501966,0.00003964567,0.0002217935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007369124,0.000007632888,0.0002824064,0.0003293776,0.0001168857,0.00001978243,0.003630297,0.5172096,0.4772705,0.00008939252,0.0005886464,0.0004480819],"study_design_scores_gemma":[0.0006246193,0.0002262944,0.001277358,0.000425613,0.00003387044,0.0001662235,0.0004116902,0.3862412,0.6074679,0.00002175325,0.002849665,0.0002537073],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576986,0.001934134,0.03829245,0.000210204,0.0004683256,0.00009479948,0.000002103164,0.00009382393,0.001205569],"genre_scores_gemma":[0.9972519,0.00002947364,0.00224414,0.0000593622,0.0003719289,0.000002284627,0.00000108133,0.00003573921,0.000004145854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1309684,"threshold_uncertainty_score":0.5814347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790999665489205,"score_gpt":0.2062029119663343,"score_spread":0.1882929153114422,"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."}}