{"id":"W2900202987","doi":"10.1111/jiec.12820","title":"A Framework for Development and Communication of Absolute Environmental Sustainability Assessment Methods","year":2018,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"Alliance for Accelerating Excellence in Science in Africa; Massey University","keywords":"Sustainability; Industrial ecology; Absolute (philosophy); Environmental resource management; Sustainable development; Business; Environmental science; Ecology; Biology","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":[0.1251821,0.002200513,0.002336324,0.009233741,0.006664491,0.02390493,0.01032063,0.01053147,0.01016289],"category_scores_gemma":[0.1803108,0.001772419,0.00251866,0.005372879,0.01593588,0.02761912,0.01362916,0.01229246,0.003027435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009725839,"about_ca_system_score_gemma":0.02010868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007789273,"about_ca_topic_score_gemma":0.005851514,"domain_scores_codex":[0.8925728,0.06956185,0.01318617,0.004477845,0.01855938,0.001641999],"domain_scores_gemma":[0.8318049,0.08781437,0.009062784,0.0271647,0.04078482,0.003368334],"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":[0.00001059538,0.0000449935,0.0002024336,0.0001254136,0.00002242434,0.00005493532,0.001268657,0.002105877,0.0002954225,0.9646344,0.003181141,0.02805375],"study_design_scores_gemma":[0.00001889368,0.00003537785,0.000185488,0.0006992019,0.00002388403,0.0001127503,0.0009810319,0.01413009,0.0008356433,0.9336516,0.04925973,0.00006614724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006893036,0.0003187634,0.980293,0.006513412,0.0002687269,0.00022835,0.00009160734,0.0003616647,0.01123511],"genre_scores_gemma":[0.03181565,0.0003277619,0.9642665,0.0007607259,0.0001931431,0.0008903123,0.0001551901,0.0001302321,0.001460501],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1251821,"threshold_uncertainty_score":0.6620339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06683812433192088,"score_gpt":0.3842632580747928,"score_spread":0.3174251337428719,"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."}}