{"id":"W3036527843","doi":"10.1111/jiec.13023","title":"Linking service provision to material cycles: A new framework for studying the resource efficiency–climate change (RECC) nexus","year":2020,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Israel Science Foundation","keywords":"Resource efficiency; Nexus (standard); Industrial ecology; Material flow analysis; Material efficiency; Environmental economics; Material flow; Life-cycle assessment; Efficient energy use; Greenhouse gas; Business; Sustainability; Environmental resource management; Production (economics); Environmental science; Computer science; Engineering; 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":[0.001842832,0.001311328,0.0007281195,0.002594299,0.001419293,0.004254723,0.001862948,0.001981543,0.007136609],"category_scores_gemma":[0.002624742,0.0005380228,0.001823264,0.00255797,0.004857171,0.004057605,0.003038693,0.002806907,0.0004562852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004353122,"about_ca_system_score_gemma":0.002708807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02350993,"about_ca_topic_score_gemma":0.01190194,"domain_scores_codex":[0.9986945,0.0007777968,0.00004171666,0.000190224,0.0001537894,0.0001420086],"domain_scores_gemma":[0.998283,0.0009671741,0.0002078419,0.0001741983,0.0001954161,0.0001722754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001449662,0.00007495835,0.0012014,0.00008550338,0.00004171543,0.00009284066,0.0001707248,0.2552299,0.0003922053,0.7344505,0.001313436,0.006932328],"study_design_scores_gemma":[0.00001275533,0.00005144606,0.001092681,0.0001111409,0.00003164426,0.00005315203,0.0004499909,0.4527895,0.0002709004,0.5194935,0.02559809,0.00004523257],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05763708,0.004605719,0.8212768,0.009521803,0.0004050774,0.0002613085,0.001208503,0.000276998,0.1048067],"genre_scores_gemma":[0.8138229,0.003489078,0.1740152,0.0005516224,0.0003689106,0.0005661556,0.0003813475,0.0001806726,0.006624069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02350993,"threshold_uncertainty_score":0.04674613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0792801132951001,"score_gpt":0.2978539149846378,"score_spread":0.2185738016895377,"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."}}