{"id":"W2027447960","doi":"10.1115/detc2010-29131","title":"Integrated Top Down Dynamic and Hybrid Life Cycle Analysis Based Sustainable Design Approaches for New Product Development","year":2010,"lang":"en","type":"article","venue":"","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Product design; Context (archaeology); Product lifecycle; Product (mathematics); Life-cycle assessment; Computer science; Design for the Environment; Process (computing); Sustainable development; Risk analysis (engineering); New product development; Sustainable design; Environmental economics; Manufacturing engineering; Sustainability; Engineering; Business; Production (economics); Economics; 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":[0.001770379,0.001219836,0.000485721,0.001766896,0.0005742271,0.002754193,0.001560856,0.0009755451,0.002829135],"category_scores_gemma":[0.001154587,0.0006428565,0.001398767,0.0007781964,0.0009484121,0.001397045,0.00165248,0.001156835,0.0007232381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849726,"about_ca_system_score_gemma":0.003028529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973367,"about_ca_topic_score_gemma":0.002509329,"domain_scores_codex":[0.9977083,0.0006641876,0.0001319529,0.0002366355,0.001112442,0.0001465613],"domain_scores_gemma":[0.9993564,0.0001840416,0.00007612075,0.0001012163,0.0002563397,0.00002575395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000538949,0.0001437743,0.001184813,0.0008687853,0.000113704,0.0002069755,0.0005165053,0.4523559,0.03089817,0.2586063,0.001951237,0.2530999],"study_design_scores_gemma":[0.00003695898,0.0004362623,0.0007390273,0.0003787292,0.0001539684,0.0002904775,0.0003636244,0.688128,0.02296948,0.1686296,0.1177704,0.0001033595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002711611,0.0005816703,0.9852997,0.0001940767,0.00002890525,0.0001615967,0.00003320995,0.0002026452,0.01078656],"genre_scores_gemma":[0.1439806,0.001713105,0.8436936,0.0002185171,0.00002862862,0.0008233464,0.0001986655,0.0001408467,0.009202751],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002829135,"threshold_uncertainty_score":0.01342076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815813925878472,"score_gpt":0.2100035589191435,"score_spread":0.1918454196603588,"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."}}