{"id":"W4317254315","doi":"10.1016/j.paerosci.2022.100878","title":"Strategies towards a more sustainable aviation: A systematic review","year":2023,"lang":"en","type":"review","venue":"Progress in Aerospace Sciences","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":191,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Fundação para a Ciência e a Tecnologia; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Aviation; Renewable energy; Fossil fuel; Propulsion; Greenhouse gas; Environmental economics; Engineering; Production (economics); Business; Waste management; Aerospace engineering; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007008174,0.001768207,0.006945554,0.009986851,0.0005475012,0.003453231,0.002233478,0.002131299,0.005340811],"category_scores_gemma":[0.01968728,0.000889506,0.005503504,0.01047328,0.0008726993,0.003229343,0.001898417,0.001611812,0.0005809205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002916784,"about_ca_system_score_gemma":0.01352072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00824519,"about_ca_topic_score_gemma":0.02879124,"domain_scores_codex":[0.9966774,0.0009791742,0.001125368,0.0003235733,0.0007255155,0.0001689528],"domain_scores_gemma":[0.98981,0.006914387,0.001847872,0.0001485686,0.001067969,0.0002111701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001189054,0.00002588179,0.0003065008,0.9006649,0.00352117,0.00009429249,0.0001961264,0.0001680498,0.0002046623,0.0005690918,0.00482633,0.08930407],"study_design_scores_gemma":[0.0001742707,0.0001151294,0.00166438,0.9052642,0.02839617,0.0002842313,0.0003894896,0.00007832763,0.0001444226,0.0007016495,0.06274435,0.00004339621],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001949691,0.9988445,0.0001345224,0.0002661523,0.0001000984,0.00010247,0.0001858638,0.000005859,0.0001655424],"genre_scores_gemma":[0.001597356,0.997471,0.0003255274,0.0003353595,0.00003602595,0.00009340936,0.00007660758,0.000002049703,0.0000626437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009986851,"threshold_uncertainty_score":0.03706324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05099422530307525,"score_gpt":0.3758738230591664,"score_spread":0.3248795977560912,"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."}}