{"id":"W4392758620","doi":"10.5194/egusphere-egu24-13874","title":"Combustion Efficiency and Methane Emission Rate of Flares Subjected to Crosswind","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Natural Resources Canada; Carleton University","funders":"","keywords":"Crosswind; Methane; Environmental science; Combustion; Atmospheric methane; Atmospheric sciences; Meteorology; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002399542,0.0002591014,0.000367672,0.0001475066,0.00003993238,0.00006330244,0.0001551414,0.0002660656,0.0004795447],"category_scores_gemma":[0.00005904167,0.0002111073,0.00008059808,0.0001218927,0.00009003399,0.00002750824,0.0009091654,0.0002819108,0.0001058852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005134093,"about_ca_system_score_gemma":0.00002075039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004143368,"about_ca_topic_score_gemma":0.0002548527,"domain_scores_codex":[0.998714,0.00008350439,0.0003231075,0.0005027835,0.0001739611,0.0002026507],"domain_scores_gemma":[0.9993864,0.00006163329,0.00007412697,0.0003265644,0.00002239553,0.0001289269],"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":[0.0003621159,0.0003444858,0.001741539,0.002222204,0.0002419108,0.00005165836,0.007285648,0.02440491,0.928333,0.00201403,0.003570393,0.02942811],"study_design_scores_gemma":[0.0004023156,0.0001999875,0.008696388,0.0006071159,0.0001479642,0.000004738338,0.0006316696,0.00122258,0.975486,0.008103111,0.003978374,0.0005197918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864594,0.001550917,0.0001457211,0.0002337404,0.000520204,0.0002103007,0.00002506085,0.0001191163,0.01073552],"genre_scores_gemma":[0.9860328,0.0002811621,0.0006094527,0.00006240257,0.00008413034,0.00001353747,0.00007980178,0.00003588867,0.01280084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04715297,"threshold_uncertainty_score":0.8608704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432081113166529,"score_gpt":0.2661762506966164,"score_spread":0.2518554395649512,"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."}}