{"id":"W2946063838","doi":"10.1615/ihtc12.80","title":"Free Surface Deformation in Oscillatory Thermocapillary Convection in a Rectangular Cavity","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mechanics; Deformation (meteorology); Convection; Materials science; Free surface; Surface (topology); Natural convection; Optics; Physics; Geometry; Composite material; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003942694,0.0001248486,0.0001764077,0.0001880234,0.00003350556,0.00004094054,0.0003143009,0.00007032738,0.001055787],"category_scores_gemma":[0.00005585588,0.0001249554,0.00003717367,0.0001947392,0.00007423825,0.0004949047,0.00002349993,0.0001315966,0.00002873711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511893,"about_ca_system_score_gemma":0.00003232085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002254271,"about_ca_topic_score_gemma":0.0001631042,"domain_scores_codex":[0.9987485,0.0000367613,0.0004449178,0.0002337088,0.0003518923,0.0001842289],"domain_scores_gemma":[0.9995878,0.00003815016,0.0000248024,0.0001142193,0.000188955,0.00004604124],"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":[0.00007316414,0.0001591066,0.04870513,0.00007530536,0.00000635875,0.000001022837,0.00652844,0.0001824412,0.9365792,0.007217416,0.00004927348,0.0004231271],"study_design_scores_gemma":[0.004977969,0.0002166375,0.1084767,0.0008188967,0.00002188268,0.00004155583,0.004225464,0.05903523,0.8085849,0.01180754,0.0008524255,0.0009407932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858336,0.0001169339,0.001120051,0.0004785781,0.0002922463,0.0002237826,0.00002533012,0.00004080941,0.0118686],"genre_scores_gemma":[0.999537,0.000133822,0.0001363597,0.00005015576,0.00003488321,0.00002506405,0.000009044526,0.000009423085,0.00006423904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279944,"threshold_uncertainty_score":0.9998574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799760270781998,"score_gpt":0.2386436923197388,"score_spread":0.2006460896119188,"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."}}