{"id":"W3011482401","doi":"10.5281/zenodo.1344610","title":"Numerical Simulation Of Contrail Ice Particle Growth In The Near Field Of An Aircraft Engine","year":2018,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Meteorology; Environmental science; Particle (ecology); Field (mathematics); Aerospace engineering; Geology; Physics; Engineering; Mathematics; Oceanography","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":[0.0002304896,0.0004610815,0.0005533424,0.0004350539,0.000578723,0.0006734411,0.000565729,0.001123518,0.001009383],"category_scores_gemma":[0.0006843503,0.0002346145,0.0005113196,0.0003555077,0.0006267047,0.0003147652,0.0004877295,0.000417754,0.0001103695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007358697,"about_ca_system_score_gemma":0.0008158821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02069481,"about_ca_topic_score_gemma":0.008319016,"domain_scores_codex":[0.9999039,0.00001707146,0.000005593201,0.00001640935,0.00002348707,0.00003355716],"domain_scores_gemma":[0.9996545,0.000161784,0.00005447439,0.00001692437,0.00005196991,0.00006038967],"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":[0.00008809256,0.00007559211,0.004072601,0.00002674832,0.0000193014,0.0002667542,0.00005611676,0.9893309,0.003811864,0.0007901994,0.0001374713,0.001324322],"study_design_scores_gemma":[0.00001273466,0.00002815695,0.001150189,0.000002656888,0.000004005745,0.00001633243,0.00002984625,0.9979644,0.0005779493,0.00009318351,0.0001153962,0.000005187242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848998,0.0001085843,0.00764025,0.0001194045,0.0000429238,0.00003859027,0.0002509332,0.00009483808,0.006804737],"genre_scores_gemma":[0.9945883,0.00005395942,0.003795222,0.00002427577,0.000008238975,0.0000261231,0.0001617859,0.00001434587,0.001327968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02069481,"threshold_uncertainty_score":0.04114866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00974684040905367,"score_gpt":0.2469531958001754,"score_spread":0.2372063553911217,"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."}}