{"id":"W2068678170","doi":"10.1063/1.1533754","title":"Thermocapillary convection with moving contact points","year":2003,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Physics; Marangoni effect; Biot number; Mechanics; Convection; Marangoni number; Reynolds number; Dissipative system; Laminar flow; Classical mechanics; Thermodynamics; Turbulence","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00006619708,0.0001092599,0.0001402254,0.00002211368,0.0000258244,0.00001142977,0.00006080729,0.00003366749,0.00002633721],"category_scores_gemma":[0.000005979708,0.00009825546,0.00004009145,0.0001111894,0.00002101363,0.0001074317,0.000006475886,0.00008628895,0.00001349274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000240367,"about_ca_system_score_gemma":0.00001343053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001337291,"about_ca_topic_score_gemma":0.000001433216,"domain_scores_codex":[0.9995357,0.00001209788,0.0001132644,0.00009096559,0.0001130607,0.0001348481],"domain_scores_gemma":[0.9997134,0.00002208514,0.000016986,0.0001725125,0.00004125541,0.00003381705],"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":[0.00002671672,0.0001038219,0.003718039,0.0002128861,0.0002970628,0.000009409778,0.001062639,0.01512316,0.6924902,0.2817853,0.0003572775,0.004813439],"study_design_scores_gemma":[0.002341656,0.0004893927,0.007351572,0.0002292657,0.0001088964,0.0000330929,0.000212554,0.5144435,0.4490072,0.02182212,0.002896123,0.001064654],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364652,0.000305866,0.03405868,0.000008838253,0.0002821274,0.000100674,0.000006816336,0.0001352484,0.02863656],"genre_scores_gemma":[0.9987664,0.0000511065,0.001055256,0.00002018492,0.00003202174,0.00000443281,0.000005133696,0.00003311149,0.0000323965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4993204,"threshold_uncertainty_score":0.4006741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006007805116866853,"score_gpt":0.1820034565711111,"score_spread":0.1759956514542442,"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."}}