{"id":"W4281493513","doi":"10.1111/jiec.13283","title":"Methodological framework to find links between life cycle sustainability assessment categories and the UN Sustainable Development Goals based on literature","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sustainability; Sustainable development; Stakeholder; Product (mathematics); Process management; Context (archaeology); Computer science; Environmental economics; Management science; Business; Engineering; Geography; Economics; Mathematics; Political science; Ecology; Management","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":[0.07217737,0.001561881,0.001514796,0.07598215,0.004655906,0.01063022,0.004839127,0.002122759,0.009858337],"category_scores_gemma":[0.1132739,0.001112234,0.003256789,0.0480616,0.004958317,0.00919883,0.0092927,0.001766106,0.001547227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01328093,"about_ca_system_score_gemma":0.03021306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010462,"about_ca_topic_score_gemma":0.009603686,"domain_scores_codex":[0.9492509,0.03291089,0.006913425,0.00390885,0.005791729,0.001224122],"domain_scores_gemma":[0.8918363,0.0740087,0.00796768,0.004854838,0.02010201,0.001230505],"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":[0.0002430684,0.0003233137,0.03273701,0.03085992,0.0006306296,0.00150546,0.08097156,0.005964196,0.004267452,0.491933,0.01289823,0.3376663],"study_design_scores_gemma":[0.0002691413,0.0003906404,0.0294437,0.04397447,0.001315223,0.001124467,0.2772227,0.0190386,0.005355068,0.4136598,0.2079172,0.0002890551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07863058,0.008347271,0.7611187,0.01221395,0.0003964154,0.04669794,0.01406047,0.0005499301,0.07798479],"genre_scores_gemma":[0.1790127,0.002197837,0.7707605,0.0008609543,0.00004261388,0.03938803,0.00513599,0.00005507304,0.002546252],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07598215,"threshold_uncertainty_score":0.3817149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04643664656478397,"score_gpt":0.3045471738369512,"score_spread":0.2581105272721672,"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."}}