{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009738877,0.0001845764,0.0003448278,0.00008324483,0.0004308716,0.00001957952,0.0004659608,0.0002543229,0.00005053007],"category_scores_gemma":[0.000068978,0.0001340571,0.0002487938,0.0007948058,0.002837413,0.0001481002,0.00005610983,0.0002184016,0.000002188907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004359452,"about_ca_system_score_gemma":0.00006401081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000799324,"about_ca_topic_score_gemma":0.000132486,"domain_scores_codex":[0.9984432,0.00005432175,0.0003581936,0.0004258871,0.0003577339,0.0003607072],"domain_scores_gemma":[0.9989583,0.0003111998,0.0001826331,0.0003817706,0.0001001774,0.00006593688],"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":[0.0001816237,0.0005304962,0.001848525,0.0001973937,0.00005793414,4.163266e-8,0.002920681,0.2228311,0.7318707,0.03833911,0.00005064034,0.00117182],"study_design_scores_gemma":[0.001718497,0.001359215,0.006051956,0.000142758,0.0001396264,0.00001053869,0.004572223,0.8236613,0.08461653,0.07711018,0.0001471125,0.0004701268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8573075,0.0001571855,0.1355183,0.006390592,0.00009904311,0.000409064,0.0000250433,0.00006620302,0.0000271371],"genre_scores_gemma":[0.9919994,0.00001148966,0.00775314,0.0001311749,0.000009021234,0.00003703135,0.000001404948,0.00001160513,0.00004573341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6472542,"threshold_uncertainty_score":0.9998763,"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."}}