{"id":"W4392340541","doi":"","title":"Experimental study of effervescent atomization mechanisms. Application to fire safety in aircraft engines","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Fire safety; Automotive engineering; Aerospace engineering; Engineering; Forensic engineering; Civil engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004953116,0.0003556554,0.00023028,0.0003061999,0.0004269081,0.0003355559,0.0006563634,0.0006478973,0.006130086],"category_scores_gemma":[0.0006910764,0.0002415647,0.000253265,0.0003186624,0.000330605,0.0005944466,0.0002883059,0.0005253297,0.0007608011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000577106,"about_ca_system_score_gemma":0.0003118074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892329,"about_ca_topic_score_gemma":0.002470044,"domain_scores_codex":[0.9997453,0.00001864464,0.00001189497,0.00006989437,0.0001067981,0.0000474765],"domain_scores_gemma":[0.9996439,0.0001172889,0.00007274318,0.00004772007,0.00009525123,0.00002312904],"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":[0.0001715449,0.00007291943,0.0002730952,0.0001512727,0.000008427997,0.00003937176,0.00004134243,0.0005101442,0.9949451,0.0004161583,0.0002145761,0.003156103],"study_design_scores_gemma":[0.00002560186,0.0002584627,0.001107769,0.000004800434,0.000007550689,0.00002891766,0.00001970748,0.001606673,0.9945809,0.00006850316,0.002285174,0.00000589584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763166,0.002322184,0.009510793,0.0002188311,0.00009200993,0.0002796251,0.0007561492,0.0002409223,0.01026286],"genre_scores_gemma":[0.9830959,0.001537173,0.006736788,0.0001004602,0.00002325164,0.000147768,0.0004795381,0.00006596127,0.007813186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006130086,"threshold_uncertainty_score":0.02050722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005422852696078114,"score_gpt":0.2507183682585841,"score_spread":0.245295515562506,"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."}}