{"id":"W2157729739","doi":"10.1109/icmens.2004.1508919","title":"Lattice Boltzmann Simulations of Bubble Dynamics in Microchannels","year":2006,"lang":"en","type":"article","venue":"","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lattice Boltzmann methods; Bubble; Boltzmann equation; Mechanics; Laplace transform; Physics; Contact angle; Molecular dynamics; Statistical physics; Materials science; Thermodynamics; Mathematics; Mathematical analysis; Quantum mechanics","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":[0.0005570982,0.0004071801,0.001037538,0.0004692855,0.0007388126,0.0009612733,0.001324523,0.001583838,0.002177516],"category_scores_gemma":[0.002156065,0.000578878,0.0005812476,0.000534132,0.001223472,0.0009833992,0.0008577307,0.001035298,0.0002069865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478056,"about_ca_system_score_gemma":0.001345683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02568053,"about_ca_topic_score_gemma":0.01051187,"domain_scores_codex":[0.9997577,0.00005873013,0.00001129581,0.00003425045,0.00006821539,0.00006981217],"domain_scores_gemma":[0.999036,0.0005877583,0.00006835473,0.00004459187,0.0001147946,0.0001485816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005806798,0.00004389321,0.0009859758,0.00001579723,0.0000133217,0.00005005749,0.00004718647,0.9922308,0.001200928,0.004416214,0.0001038352,0.0008339009],"study_design_scores_gemma":[0.00001301493,0.000006171348,0.00008093094,0.000001295038,0.000001185129,0.000002479946,0.000007449499,0.9992372,0.0001546533,0.000422587,0.0000703546,0.000002711691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250826,0.0003608098,0.06403408,0.0005810534,0.0001066053,0.00008497424,0.0003347177,0.000294316,0.009120937],"genre_scores_gemma":[0.980289,0.0001387683,0.01657574,0.0000776849,0.00002124622,0.0001284192,0.0001921422,0.00005475708,0.002522184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02568053,"threshold_uncertainty_score":0.05106211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088568260431615,"score_gpt":0.236065158152215,"score_spread":0.2251794755478989,"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."}}