{"id":"W2809803945","doi":"10.4050/f-0074-2018-12725","title":"Driving Design Towards a Sustainable Aviation Industry Product Using Environmental Impact Evaluation","year":2018,"lang":"en","type":"article","venue":"","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Aviation; Product design; Product (mathematics); Environmental impact assessment; New product development; Computer science; Manufacturing engineering; Business; Engineering; Aerospace engineering; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009905913,0.001421772,0.0008179932,0.004540912,0.0007740643,0.003847528,0.001108628,0.0009103184,0.003538333],"category_scores_gemma":[0.008407943,0.0004748672,0.001138702,0.001692045,0.0006031736,0.003048384,0.001196453,0.0007638377,0.0009422217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00236252,"about_ca_system_score_gemma":0.002741758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005179959,"about_ca_topic_score_gemma":0.009168673,"domain_scores_codex":[0.9938904,0.001743377,0.0002198545,0.0002855646,0.003629134,0.0002315982],"domain_scores_gemma":[0.995,0.00158218,0.0004533721,0.0003329984,0.002498548,0.0001328693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000460986,0.001112838,0.04578189,0.002088807,0.0004068761,0.0003534351,0.0007166981,0.334832,0.04316082,0.02526844,0.006258194,0.5395591],"study_design_scores_gemma":[0.0001226084,0.002950602,0.0390357,0.001062316,0.0004300637,0.000254359,0.002273811,0.7608196,0.08772576,0.03006503,0.07493391,0.0003262146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2533101,0.002329014,0.6252996,0.0009845122,0.0001083122,0.00259228,0.0017709,0.001617196,0.1119881],"genre_scores_gemma":[0.6511972,0.001505634,0.3391576,0.0001494668,0.0000200199,0.0006734467,0.001375147,0.0002093857,0.005712179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009905913,"threshold_uncertainty_score":0.05238813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03112425359470109,"score_gpt":0.2885385911686654,"score_spread":0.2574143375739643,"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."}}