{"id":"W2597220533","doi":"","title":"Ecodesign of new products: a methodological comparison","year":2012,"lang":"en","type":"article","venue":"International Conference on Information Systems","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Ecodesign; Product (mathematics); New product development; Production (economics); Process (computing); Business; Engineering; Computer science; Manufacturing engineering; Marketing; Economics","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":[0.02334786,0.000672314,0.0006542918,0.009071504,0.001071522,0.006831981,0.001493248,0.001220645,0.005149466],"category_scores_gemma":[0.03218395,0.0005115414,0.001041251,0.005946611,0.004031398,0.005729014,0.003211971,0.0008484595,0.0003752568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00521331,"about_ca_system_score_gemma":0.004339289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114403,"about_ca_topic_score_gemma":0.00266528,"domain_scores_codex":[0.9672582,0.0259426,0.001769909,0.001331492,0.003394116,0.0003036247],"domain_scores_gemma":[0.9445786,0.04272666,0.002351695,0.00446283,0.005429646,0.0004505474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000425266,0.0006426459,0.01353762,0.005108795,0.0002054001,0.0002730841,0.02650807,0.003585466,0.002778876,0.4418373,0.00120365,0.5038939],"study_design_scores_gemma":[0.0004071534,0.001844112,0.03348824,0.01020204,0.0005432666,0.001276898,0.08465765,0.02011551,0.01096721,0.3915977,0.4447203,0.0001799542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1995531,0.04732323,0.5975703,0.002864918,0.0005505959,0.003097928,0.000434046,0.0001506831,0.1484552],"genre_scores_gemma":[0.4502352,0.01994877,0.5163612,0.000584079,0.0001224786,0.003015834,0.0002663987,0.0001590192,0.009306927],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02334786,"threshold_uncertainty_score":0.1234768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2074512422094364,"score_gpt":0.3474376453252825,"score_spread":0.1399864031158461,"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."}}