{"id":"W2095211906","doi":"10.2322/tastj.12.pe_19","title":"A Three-Dimensional Simulation of Thermocapillary Flow in a Circular Thin Liquid Film under Zero Gravity","year":2014,"lang":"en","type":"article","venue":"TRANSACTIONS OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES AEROSPACE TECHNOLOGY JAPAN","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Indian Institute of Management Calcutta","keywords":"Flow (mathematics); Meniscus; Materials science; Zero gravity; Mechanics; Ring (chemistry); Space (punctuation); Liquid flow; Optics; Physics; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002585528,0.000346474,0.0005603168,0.0004154397,0.0009308503,0.0008726676,0.0006822622,0.001535508,0.002905131],"category_scores_gemma":[0.0008970504,0.0003527917,0.0006297997,0.0004500283,0.000957642,0.0004942215,0.000441881,0.0005515997,0.0001558885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100454,"about_ca_system_score_gemma":0.001168128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02347722,"about_ca_topic_score_gemma":0.009079621,"domain_scores_codex":[0.9998904,0.00002079816,0.000004884519,0.0000151693,0.00002611192,0.00004263826],"domain_scores_gemma":[0.9996598,0.0001781024,0.00003176074,0.00001577359,0.00005301492,0.00006154655],"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":[0.0001948637,0.0001119325,0.002203909,0.00004705159,0.0000207197,0.0002951105,0.0001200162,0.9868127,0.00545642,0.003022742,0.0003167445,0.001397779],"study_design_scores_gemma":[0.00003631059,0.00003779652,0.0005265675,0.000004941714,0.000004816309,0.00001368628,0.00003447663,0.9983191,0.0006239273,0.0001819395,0.0002097308,0.000006690553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731603,0.0002229626,0.009047209,0.0005583621,0.00008324118,0.00008664509,0.000432777,0.0001370534,0.0162714],"genre_scores_gemma":[0.9925963,0.0001195491,0.00456037,0.00007373541,0.000008597607,0.00007872483,0.0001785806,0.0000241801,0.002359948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02347722,"threshold_uncertainty_score":0.04668117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676361246493714,"score_gpt":0.2516499516997531,"score_spread":0.2348863392348159,"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."}}