{"id":"W1992848091","doi":"10.1615/atomizspr.v11.i4.60","title":"SIMULATING DROPLET IMPACT ON A SUBSTRATE OF ARBITRARY SHAPE","year":2001,"lang":"en","type":"article","venue":"Atomization and Sprays","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Substrate (aquarium); Mechanics; Physics; Geology","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":[0.00004698871,0.0000805778,0.0001071358,0.00005365359,0.00002600135,0.00001496769,0.00002588563,0.00004396512,0.0001293198],"category_scores_gemma":[0.000003713601,0.00007046528,0.00003135597,0.0001114667,0.00001093181,0.00006155587,0.000002628941,0.00005803306,0.000005309556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001091355,"about_ca_system_score_gemma":0.000007018689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001004046,"about_ca_topic_score_gemma":0.000007412822,"domain_scores_codex":[0.9996259,0.000006676085,0.0001370471,0.00007107553,0.00006006695,0.00009928142],"domain_scores_gemma":[0.9998379,0.00002927196,0.000007637255,0.00006596107,0.00001589579,0.00004329823],"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":[0.00009025449,0.0000589174,0.06881527,0.0001000245,0.00007670467,0.00001573581,0.0005789313,0.887247,0.01240933,0.02287209,0.0001266182,0.007609089],"study_design_scores_gemma":[0.0003630836,0.00003257981,0.03440791,0.00001896375,0.000006013302,0.000002830334,0.00001014944,0.9644957,0.000313157,0.0001887266,0.00008328503,0.00007765024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863902,0.00008076607,0.007935629,0.0000252049,0.0000341855,0.0000641111,0.000007768468,0.00006604156,0.005396115],"genre_scores_gemma":[0.9994606,0.0002461056,0.0001756935,0.00004550328,0.00002024155,0.000001293389,0.00001713375,0.00001646808,0.00001700305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07724861,"threshold_uncertainty_score":0.2873491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008375164169303624,"score_gpt":0.2253122434494964,"score_spread":0.2169370792801928,"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."}}