{"id":"W4366146796","doi":"10.11159/icmfht23.109","title":"Airlift Pumps with Annulus Risers: An Experimental Investigation","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Momentum, Heat and Mass Transfer","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Agri-Food Innovation Alliance; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Airlift; Annulus (botany); Marine engineering; Environmental science; Aeronautics; Computer science; Aerospace engineering; Engineering; Materials science; Chemistry; Bioreactor","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001221283,0.0007310508,0.0007887832,0.0005543417,0.0004992982,0.0005312585,0.000808805,0.00115623,0.001957715],"category_scores_gemma":[0.001713211,0.0003805723,0.0004368688,0.0004132121,0.0005780752,0.001241432,0.0005286534,0.0007128097,0.0005618462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002976078,"about_ca_system_score_gemma":0.0003838803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007515405,"about_ca_topic_score_gemma":0.0005772961,"domain_scores_codex":[0.9988753,0.0001250011,0.00008047172,0.0002331353,0.0005225831,0.0001634604],"domain_scores_gemma":[0.9986671,0.0003823473,0.0002173125,0.0001686124,0.0004742588,0.00009037463],"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":[0.000600302,0.0005370984,0.002170912,0.0003472964,0.00001609112,0.0003322094,0.000258825,0.0009720877,0.9755951,0.0001638304,0.0003207088,0.01868546],"study_design_scores_gemma":[0.00006965028,0.005190908,0.008460863,0.00001951375,0.00004458885,0.0002966268,0.0001827879,0.009866878,0.9725717,0.00005431927,0.003203262,0.00003883367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883718,0.0003534273,0.01000756,0.00005946469,0.00004202899,0.000133756,0.0002132831,0.0003078485,0.0005109009],"genre_scores_gemma":[0.9772839,0.0005028523,0.0199238,0.00005123812,0.00003269547,0.0001441145,0.0002408651,0.00006546565,0.001755143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001957715,"threshold_uncertainty_score":0.00654918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083487366081271,"score_gpt":0.2169411222587469,"score_spread":0.2061062485979342,"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."}}