{"id":"W1975645212","doi":"10.1002/cjce.20624","title":"Analysis of surfactant laden liquid–liquid dispersion using an axisymmetric laminar jet","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Body orifice; Pulmonary surfactant; Mechanics; Breakup; Jet (fluid); Laminar flow; Rotational symmetry; Nozzle; Materials science; Drop (telecommunication); Turbulence; Chemistry; Thermodynamics; Physics; Engineering; Mechanical engineering","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":[0.0003808656,0.0002380986,0.0002977875,0.0007403201,0.0002456492,0.0006022098,0.0002527654,0.0003434064,0.0005709727],"category_scores_gemma":[0.0003744396,0.0001413115,0.000258221,0.0007078052,0.0003107583,0.0003610355,0.0001799202,0.0003814675,0.0001777014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003006963,"about_ca_system_score_gemma":0.0001634262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009133567,"about_ca_topic_score_gemma":0.0008424725,"domain_scores_codex":[0.999814,0.00002093334,0.000015371,0.00003124585,0.0001021863,0.00001630107],"domain_scores_gemma":[0.9996538,0.0001439365,0.0000825196,0.00002448612,0.00007635297,0.00001895619],"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":[0.00007554308,0.00002795166,0.001452954,0.00003327078,0.000006178564,0.00005976719,0.00004441656,0.0003775743,0.9954159,0.00007520674,0.00001457841,0.002416474],"study_design_scores_gemma":[0.00002454956,0.0002845606,0.01217269,0.000008807928,0.00001526743,0.0001085962,0.00007327703,0.02509651,0.9615585,0.00007383683,0.0005635209,0.00001997032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853455,0.0005042986,0.01316628,0.00002463821,0.00001137431,0.00004342846,0.0002949597,0.0001202607,0.0004891833],"genre_scores_gemma":[0.9825544,0.0007367067,0.01581217,0.00002683071,0.000008341505,0.00004490677,0.0003215201,0.00003391506,0.0004612301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009133567,"threshold_uncertainty_score":0.002181649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909476660873783,"score_gpt":0.1928564048786191,"score_spread":0.1737616382698813,"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."}}