{"id":"W4220713072","doi":"10.1016/j.jclepro.2022.131246","title":"Emissions of future conventional aircrafts adopting evolutionary technologies","year":2022,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Aviation; Prosperity; Aeronautics; Business; Operations research; Engineering; Economics; Economic growth","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":[0.0003649441,0.0000828039,0.0001435978,0.0001304355,0.0002467422,0.000003517645,0.0002681068,0.0000495422,0.0004430689],"category_scores_gemma":[0.0002016616,0.00007088711,0.00009382717,0.0003438519,0.000204857,0.0003006887,0.0002327489,0.0004187177,0.000004412768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929784,"about_ca_system_score_gemma":0.00002461344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002085836,"about_ca_topic_score_gemma":5.407645e-7,"domain_scores_codex":[0.9988229,0.00004825186,0.0003639525,0.000151973,0.0004839784,0.0001289664],"domain_scores_gemma":[0.9992619,0.000019942,0.0004885715,0.0001671826,0.00004130358,0.00002105941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004069329,0.0008916978,0.0531235,0.00005061334,0.00009358818,0.00006747677,0.0005062143,0.2406953,0.2330699,0.001434895,0.1212245,0.3484354],"study_design_scores_gemma":[0.0009838718,0.001252324,0.04145477,0.00008077294,0.00008418377,0.002895241,0.02774511,0.0005092697,0.07554736,0.0296259,0.8193471,0.0004740477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740912,0.001639472,0.004646216,0.01589434,0.002128443,0.0002868328,0.00001006355,0.000266601,0.001036832],"genre_scores_gemma":[0.9835375,0.0001149273,0.01547247,0.00001762887,0.0001374188,0.00000646808,0.000001919843,0.000008517249,0.0007031308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6981227,"threshold_uncertainty_score":0.4851294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009720507021206344,"score_gpt":0.2255528280410687,"score_spread":0.2158323210198624,"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."}}