{"id":"W2014329202","doi":"10.1016/j.ces.2009.01.017","title":"A novel coalescence model for binary collision of identical wet particles","year":2009,"lang":"en","type":"article","venue":"Chemical Engineering Science","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Syncrude","keywords":"Dissipation; Coefficient of restitution; Coalescence (physics); Collision; Capillary action; Kinetic energy; Mechanics; Inelastic collision; Thermodynamics; Binary number; Chemistry; Physics; Materials science; Classical mechanics; Mathematics; Nuclear physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001570489,0.0001081867,0.0001448176,0.00006088852,0.00004895002,0.00004263217,0.0002682514,0.00005154614,7.144558e-7],"category_scores_gemma":[0.00008082121,0.0001078371,0.000050543,0.0003299849,0.0001065574,0.0001514455,0.00001623351,0.00008477207,0.000001167829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005189383,"about_ca_system_score_gemma":0.00003118081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.751085e-7,"about_ca_topic_score_gemma":9.209987e-8,"domain_scores_codex":[0.9990831,4.515003e-7,0.0002144499,0.000178553,0.000210556,0.0003128886],"domain_scores_gemma":[0.9996154,0.0000369522,0.000006376219,0.0001564412,0.00005782527,0.0001270614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002954549,0.00001903548,0.000003548972,0.00003077871,9.268572e-7,2.057179e-7,0.00002708594,0.4072511,0.5888287,0.003720584,0.00001726565,0.00009777377],"study_design_scores_gemma":[0.0001462871,0.00001715606,0.0001639046,0.00004036593,0.000004116546,0.000002057369,0.000001396196,0.6958282,0.3035364,0.0001651807,0.000004904678,0.00009010794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5159205,0.00003791258,0.4837701,0.0000352015,0.00004993578,0.00007162186,0.000007981418,0.00008261599,0.00002410067],"genre_scores_gemma":[0.9485025,0.000009320383,0.05142874,0.00001634849,0.0000179257,0.000007632252,0.000001614311,0.00001077382,0.000005175352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4325819,"threshold_uncertainty_score":0.439747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336230474504812,"score_gpt":0.2283307095007625,"score_spread":0.2149684047557144,"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."}}