{"id":"W2100032946","doi":"10.1115/gt2002-30007","title":"Ejector Pumping Enhancement Through Pulsing Primary Flow","year":2002,"lang":"en","type":"article","venue":"","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Air Force Office of Scientific Research","keywords":"Injector; Entrainment (biomusicology); Materials science; Mass flow rate; Mechanics; Acoustics; Suction; Volumetric flow rate; Flow (mathematics); Stagnation pressure; Physics; Thermodynamics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002542449,0.00008819623,0.00008263042,0.00004012736,0.0000772253,0.00005784541,0.00007819339,0.00004914774,0.002133592],"category_scores_gemma":[0.000009757402,0.0000816478,0.00002882872,0.0001057498,0.00001808369,0.0002255829,0.00001812465,0.00008525106,0.0003252491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006558624,"about_ca_system_score_gemma":0.00000174126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000128223,"about_ca_topic_score_gemma":0.000001127598,"domain_scores_codex":[0.9995189,0.000004265261,0.0001298602,0.0001018393,0.00008899787,0.0001560849],"domain_scores_gemma":[0.9997991,0.00001248564,0.00001097724,0.0001507105,0.00001210697,0.00001467417],"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":[0.000002900218,0.0001426214,0.0002512411,0.0003003848,0.0001915475,0.00002623417,0.001685633,0.03710328,0.5214767,0.01484935,0.195377,0.2285931],"study_design_scores_gemma":[0.0003548022,0.00004149485,0.0002892556,0.00007834539,0.000009346479,0.00001160036,0.0001240249,0.3249994,0.5820748,0.001642774,0.08989885,0.0004753622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1123814,0.0007607423,0.4192899,0.001172644,0.0007754416,0.0002247339,0.000003349782,0.004972451,0.4604193],"genre_scores_gemma":[0.9555502,0.0002439331,0.04137549,0.0002887984,0.00006185165,0.00002337111,0.00001034753,0.00001724284,0.002428758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8431689,"threshold_uncertainty_score":0.9987786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989070288294284,"score_gpt":0.1987462621897328,"score_spread":0.17885555930679,"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."}}