{"id":"W4390342086","doi":"10.1007/s11367-023-02273-8","title":"Life cycle assessment: from industry to policy to politics","year":2023,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council","keywords":"Public policy; Politics; Sustainability; Agency (philosophy); Policy studies; Environmental governance; Policy analysis; Public sector; Public administration; Government (linguistics); Corporate governance; Life-cycle assessment; Political science; Public economics; Economics; Sociology; Economic growth; Economy; Social science; Management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01323132,0.0005419672,0.000690426,0.005253292,0.003061993,0.0137792,0.001063338,0.003961769,0.00953424],"category_scores_gemma":[0.01929933,0.0003254765,0.0005148457,0.008772915,0.01713743,0.01072227,0.004781522,0.004961242,0.0008293825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01837434,"about_ca_system_score_gemma":0.01242209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01811547,"about_ca_topic_score_gemma":0.01077468,"domain_scores_codex":[0.9879311,0.008757442,0.0003680757,0.0006575108,0.001632344,0.0006535541],"domain_scores_gemma":[0.9717857,0.0230438,0.001033092,0.0008036851,0.002737357,0.0005963665],"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":[0.00002013561,0.00004049685,0.001106065,0.0007417225,0.00001831163,0.00009376122,0.002655166,0.003405102,0.0001670607,0.9151278,0.01113411,0.06549048],"study_design_scores_gemma":[0.000006479251,0.00002615849,0.001554197,0.002970578,0.00001402158,0.00005015009,0.007083836,0.002244182,0.0005229848,0.6762633,0.309228,0.00003617102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02179581,0.2092611,0.04908883,0.3847537,0.002040977,0.0001968809,0.0004080447,0.0001656918,0.332289],"genre_scores_gemma":[0.8410411,0.1146096,0.01191788,0.01955221,0.001941347,0.0002011245,0.0001756504,0.0001225618,0.01043849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01837434,"threshold_uncertainty_score":0.1333158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773622890237956,"score_gpt":0.3525765164835121,"score_spread":0.3348402875811325,"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."}}