{"id":"W4285746376","doi":"10.5281/zenodo.6109323","title":"METHODOLOGY FOR SIMULATION OF SOAK-BACK IN A HELICOPTER ENGINE BAY USING LATTICE BOLTZMANN METHOD","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Lattice Boltzmann methods; Bay; Statistical physics; Computer science; Simulation; Marine engineering; Aerospace engineering; Environmental science; Mechanics; Physics; Engineering; Geology; 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":[0.0005442032,0.0005105725,0.0006461273,0.0003857831,0.0005751405,0.001004769,0.001416433,0.0009413312,0.003393932],"category_scores_gemma":[0.0008260577,0.0003895156,0.0007375603,0.0003966597,0.0004628435,0.0005441144,0.0008482509,0.001183949,0.0008496791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006914219,"about_ca_system_score_gemma":0.001866811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143952,"about_ca_topic_score_gemma":0.007210566,"domain_scores_codex":[0.9997938,0.00004781971,0.00001136367,0.00002078159,0.00009698625,0.00002922669],"domain_scores_gemma":[0.9997167,0.0001001277,0.00002508042,0.00003252285,0.00008427711,0.00004130246],"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":[0.00003244638,0.00005519468,0.001258806,0.0000799526,0.00002694033,0.00006735516,0.00007173196,0.9785234,0.004994725,0.006676803,0.0006136476,0.007599112],"study_design_scores_gemma":[0.00001076295,0.00001421428,0.0001097554,0.000009118819,0.000002876792,0.00001389079,0.00001705849,0.9965594,0.0008192905,0.001151898,0.001285549,0.000006050894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05737666,0.0002654525,0.9284005,0.0002605278,0.0001403583,0.0003228978,0.0007482638,0.00139957,0.01108574],"genre_scores_gemma":[0.4980623,0.0005997797,0.4902958,0.0001692103,0.00004455142,0.001096755,0.001273827,0.0006584628,0.007799264],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01143952,"threshold_uncertainty_score":0.02274585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1903036736256132,"score_gpt":0.3464151875305602,"score_spread":0.1561115139049469,"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."}}