{"id":"W2071742378","doi":"10.4271/2013-01-2276","title":"Defining Environmental Indicators at Detail Design Stage as Part of an Ecodesign Strategy","year":2013,"lang":"en","type":"article","venue":"SAE International Journal of Aerospace","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Ecodesign; Stage (stratigraphy); Engineering; Systems engineering; Manufacturing engineering; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004032216,0.0001648215,0.0002508067,0.0002710457,0.0000359606,0.0000521638,0.0004700976,0.0001491728,0.002773125],"category_scores_gemma":[0.0001194453,0.0001645497,0.00008962431,0.00008709687,0.0000825961,0.0005589283,0.00006120247,0.0003049726,0.0001211671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000703924,"about_ca_system_score_gemma":0.0001478713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003535887,"about_ca_topic_score_gemma":0.00001637918,"domain_scores_codex":[0.9985139,0.0001004002,0.0005618315,0.0001189208,0.0004514338,0.0002534765],"domain_scores_gemma":[0.9990174,0.0002016316,0.0003902357,0.000126657,0.00009642859,0.0001676651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003092511,0.0002638237,0.01394341,0.00002116497,0.0009630076,0.0004255165,0.0008919068,0.9060037,0.04726889,0.001088812,0.007347643,0.02147284],"study_design_scores_gemma":[0.01828907,0.008966163,0.1728206,0.000489813,0.0004326439,0.00301404,0.02449112,0.05622233,0.6667526,0.006517997,0.03909176,0.002911864],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964158,0.0002302884,0.001396925,0.0001306272,0.0007372076,0.0001511783,0.00001551989,0.00002435745,0.0008980914],"genre_scores_gemma":[0.9968925,0.0001069837,0.002279543,0.0000405662,0.0001753844,0.000007539496,0.000007349085,0.00003528306,0.0004548333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8497814,"threshold_uncertainty_score":0.9981385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226053599113489,"score_gpt":0.2314615528303309,"score_spread":0.219201016839196,"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."}}