{"id":"W2035796580","doi":"10.1021/es9036836","title":"Energy Implications of Product Leasing","year":2010,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Civil, Mechanical and Manufacturing Innovation; Canadian Natural Resources Limited; National Science Foundation","keywords":"Remanufacturing; Product (mathematics); Original equipment manufacturer; Business; Life span; Product lifecycle; Environmental economics; Process (computing); New product development; Operations management; Industrial organization; Risk analysis (engineering); Computer science; Marketing; Manufacturing engineering; Economics; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001403832,0.0004424924,0.0002648588,0.000757985,0.0008961692,0.002062754,0.0006021136,0.001434054,0.007224763],"category_scores_gemma":[0.003591865,0.0002517999,0.0007210699,0.0007947145,0.001102282,0.001765561,0.0008370712,0.0007604354,0.0004135039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542158,"about_ca_system_score_gemma":0.0004965369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0026467,"about_ca_topic_score_gemma":0.003829232,"domain_scores_codex":[0.9989915,0.0004374197,0.00003569753,0.0001061961,0.0002197195,0.0002093969],"domain_scores_gemma":[0.9966077,0.002421399,0.0003191313,0.0002261746,0.0003445598,0.00008118666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.003212223,0.001367779,0.08294395,0.0009067545,0.0002181422,0.008950515,0.001670175,0.4862044,0.07816522,0.1551072,0.003248445,0.1780052],"study_design_scores_gemma":[0.0002417114,0.005384164,0.1445783,0.0005516834,0.0004646622,0.006064653,0.01522932,0.2489092,0.1721707,0.3100325,0.0959701,0.0004028928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313813,0.002081349,0.008175385,0.001562136,0.00003453467,0.000046582,0.0002229227,0.00004689428,0.05644896],"genre_scores_gemma":[0.9963933,0.0003699692,0.0005994232,0.00009108352,0.000005137923,0.00001083839,0.0000479781,0.0000082017,0.002474125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007224763,"threshold_uncertainty_score":0.02416927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005055417702001584,"score_gpt":0.2203589237641131,"score_spread":0.2153035060621115,"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."}}