{"id":"W7023677098","doi":"","title":"Operation Green Skies","year":2023,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Greenhouse gas; Global warming; Climate change; Commercial aviation; Greenhouse effect; Atmosphere (unit); Carbon neutrality","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002266822,0.0002100743,0.0001999034,0.0002331672,0.0005899293,0.0001397762,0.0007900372,0.0001960227,0.0006013169],"category_scores_gemma":[0.000149048,0.0002163342,0.0000920196,0.001549702,0.0005367309,0.002271947,0.0009646884,0.0005455811,0.004881846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002777651,"about_ca_system_score_gemma":0.0000241107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001821911,"about_ca_topic_score_gemma":0.0003486165,"domain_scores_codex":[0.9983647,0.0001108199,0.00016367,0.0004757084,0.0003798217,0.0005052745],"domain_scores_gemma":[0.999088,0.0001464799,0.00004613894,0.0005170284,0.00002138778,0.0001809743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004303196,0.0009194235,0.1550653,0.00006023611,0.0002309058,0.002530041,0.001020758,0.005832412,0.06811171,0.5071756,0.03120754,0.2274157],"study_design_scores_gemma":[0.002434452,0.0006434088,0.2078718,0.00005415662,0.0001222416,0.00004160427,0.002318559,0.005813625,0.00779966,0.03452676,0.7368688,0.001504926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8252992,0.00005821274,0.01156008,0.007973291,0.0002636469,0.0005591675,0.00004553853,0.00270048,0.1515404],"genre_scores_gemma":[0.9769611,0.00004299305,0.002326468,0.000186466,0.00002247252,0.000002703948,0.00002878125,0.00002213672,0.02040686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7056612,"threshold_uncertainty_score":0.9958929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239648048328566,"score_gpt":0.2170668787665567,"score_spread":0.1931020739337001,"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."}}