{"id":"W4402454951","doi":"10.11159/htff24.199","title":"Observation of Two-Dimensional Bubble Motions near Various Boundaries","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bubble; Computer science; Physics; Mechanics","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":[0.00009394671,0.0002365065,0.0001930228,0.0008645605,0.0002738289,0.0002695421,0.0003036695,0.0004096807,0.001293284],"category_scores_gemma":[0.0002496816,0.0001911984,0.0001199919,0.0003545535,0.0003507956,0.0004293938,0.0005005439,0.0005952161,0.0002004897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398522,"about_ca_system_score_gemma":0.00008485546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005897931,"about_ca_topic_score_gemma":0.0003618387,"domain_scores_codex":[0.9999169,0.000004283288,0.000002690699,0.00002386192,0.00003853784,0.00001368113],"domain_scores_gemma":[0.99984,0.00004005177,0.00003418525,0.0000131929,0.00002400064,0.00004848503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008341807,0.00003289335,0.001753859,0.00004872819,0.000006099351,0.000275949,0.0001910752,0.000693965,0.9893095,0.0005619926,0.0003037816,0.006738694],"study_design_scores_gemma":[0.0001106922,0.0004738469,0.08442327,0.00005037279,0.00004229881,0.001434933,0.000549467,0.08468329,0.819622,0.001661975,0.006829446,0.0001184581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966969,0.0010488,0.02702258,0.0001437409,0.00005162885,0.00005011796,0.0003915342,0.0004233822,0.003899232],"genre_scores_gemma":[0.980142,0.0002722219,0.01783614,0.00008456025,0.00002615999,0.00005499466,0.0003317874,0.00003205972,0.001220012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001293284,"threshold_uncertainty_score":0.004326403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006379992392228798,"score_gpt":0.1972342134008152,"score_spread":0.1908542210085863,"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."}}