{"id":"W2795906559","doi":"10.1615/tfec2017.fnn.018388","title":"EFFECT OF BUBBLE SIZE PASSING THROUGH A RECTANGULAR ORIFICE USING PARTICLE SHADOW VELOCMETRY (PSV)","year":2017,"lang":"en","type":"article","venue":"Proceeding of Second Thermal and Fluids Engineering  Conference","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Bubble; Body orifice; Shadow (psychology); Particle (ecology); Computer science; Mechanics; Physics; Engineering; Mechanical engineering; Geology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002292718,0.0002585256,0.0004291869,0.00004172914,0.0001118438,0.00007301298,0.00024196,0.00009860851,0.0000563656],"category_scores_gemma":[0.0002264599,0.0002503798,0.00005422447,0.00009590965,0.0001162411,0.0005033673,0.0000759313,0.0001998021,0.000001227696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002768424,"about_ca_system_score_gemma":0.00001646361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001962108,"about_ca_topic_score_gemma":4.717172e-7,"domain_scores_codex":[0.9989681,0.000007556973,0.0003224669,0.0002244718,0.0001506551,0.0003267757],"domain_scores_gemma":[0.9993101,0.0001737726,0.0001050711,0.0002451168,0.00008913586,0.00007675269],"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":[0.00002565413,0.000007675817,0.002352633,0.001142428,0.00006356194,0.000003046436,0.0008604795,0.005599461,0.9855117,0.0008466772,0.000001255647,0.003585415],"study_design_scores_gemma":[0.0004991718,0.0001187143,0.002860857,0.000407211,0.00005313191,0.00001381887,0.00009591861,0.237619,0.7579463,0.00008081626,0.00002793439,0.0002771132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989978,0.0006928364,0.007714531,0.000005501242,0.0002203639,0.0001514198,0.000008767757,0.0001198729,0.001108669],"genre_scores_gemma":[0.9912159,0.00003338654,0.008591941,0.000002196242,0.00007186921,0.000008228519,6.050429e-7,0.00004902759,0.00002688475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2320195,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669605303043215,"score_gpt":0.2424338934386925,"score_spread":0.2257378404082604,"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."}}