{"id":"W4295942119","doi":"10.1002/cjce.24660","title":"Experimental investigation on dynamic behaviour of bubbles emerging from micro‐capillary orifice in a flow channel","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Hebei Province","keywords":"Bubble; Mechanics; Body orifice; Volumetric flow rate; Capillary action; Flow (mathematics); Materials science; Volume (thermodynamics); Liquid bubble; Inrush current; Thermodynamics; Mechanical engineering; Physics; Engineering; Electrical engineering; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003683406,0.0002343064,0.0002070467,0.0002493597,0.0003483222,0.0001876054,0.0003317325,0.0003886679,0.0009869731],"category_scores_gemma":[0.0006216016,0.0001301968,0.0001520036,0.0001887532,0.0003509831,0.0003642281,0.0002464826,0.0004023905,0.00006013102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109291,"about_ca_system_score_gemma":0.0002252219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050349,"about_ca_topic_score_gemma":0.001066016,"domain_scores_codex":[0.999763,0.00002258821,0.00001018462,0.00006368402,0.00007348484,0.00006713626],"domain_scores_gemma":[0.9993642,0.0003087489,0.0000911945,0.00003802278,0.0001359631,0.00006198514],"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":[0.0001230106,0.00005733803,0.000976033,0.00004469406,0.000002752254,0.00009834235,0.0001078309,0.0002774549,0.9959882,0.0001154412,0.00003936217,0.002169595],"study_design_scores_gemma":[0.00002001707,0.0006808385,0.006006506,0.000004553085,0.000009765391,0.00007885574,0.00007258902,0.006316051,0.9862547,0.00004423795,0.0004953813,0.00001660959],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963325,0.0001267106,0.003105021,0.00001810664,0.000009733818,0.00002324162,0.00005849923,0.00005368453,0.0002724924],"genre_scores_gemma":[0.9953608,0.00007901919,0.004093182,0.00001117353,0.0000045622,0.00002683398,0.00004766114,0.000008038132,0.0003687452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001050349,"threshold_uncertainty_score":0.00330174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00677108280235001,"score_gpt":0.1742159259418044,"score_spread":0.1674448431394543,"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."}}