{"id":"W2317503549","doi":"10.2514/6.2003-1223","title":"FENSAP-ICE : Effect of Ice Shapes on 3D Eulerian Droplet Impingement","year":2003,"lang":"en","type":"article","venue":"41st Aerospace Sciences Meeting and Exhibit","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Eulerian path; Geology; Mechanics; Physics","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":[0.0003630151,0.0005647546,0.000593227,0.0002869164,0.0003433573,0.0007803533,0.0005668674,0.00056881,0.003488218],"category_scores_gemma":[0.00222317,0.0002889319,0.0002988854,0.0003712607,0.0003978281,0.0007565749,0.0007237331,0.0004502375,0.0002798831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282878,"about_ca_system_score_gemma":0.0005227507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003698201,"about_ca_topic_score_gemma":0.00427049,"domain_scores_codex":[0.9998509,0.00002757872,0.00000799373,0.00002866683,0.00004664082,0.00003826557],"domain_scores_gemma":[0.9989533,0.0006688237,0.00007133758,0.00007310993,0.0001220006,0.0001114289],"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":[0.002917985,0.0002355639,0.00701567,0.0002735071,0.00008098027,0.0005998578,0.0002629219,0.8475006,0.1006129,0.0008340787,0.002098909,0.03756696],"study_design_scores_gemma":[0.0001199441,0.0003251494,0.00322529,0.00001441758,0.00002740917,0.00008698206,0.00007901301,0.9335402,0.06159941,0.0001914378,0.0007571145,0.00003369354],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834765,0.0002321839,0.01140314,0.00009442372,0.0000836267,0.00002922782,0.0005010607,0.0008739827,0.00330587],"genre_scores_gemma":[0.9925324,0.0001247549,0.006021939,0.0000233846,0.000008382868,0.0000112533,0.0003449942,0.0002805062,0.0006523003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003698201,"threshold_uncertainty_score":0.01166922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344748718346203,"score_gpt":0.2276974466753728,"score_spread":0.2142499594919108,"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."}}