{"id":"W2751898006","doi":"10.1007/978-3-319-56475-3_5","title":"LCA and Sustainability","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Sustainability; 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":[0.0005334444,0.001039452,0.0004533709,0.001640029,0.001710109,0.005592934,0.0008152165,0.001834814,0.05871919],"category_scores_gemma":[0.001164609,0.0002897313,0.0002804536,0.002311434,0.003043853,0.004995747,0.002668734,0.003075313,0.01697846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005164354,"about_ca_system_score_gemma":0.003474456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006858489,"about_ca_topic_score_gemma":0.01666681,"domain_scores_codex":[0.9993613,0.0001583227,0.00001565008,0.00007964759,0.0003187585,0.00006631771],"domain_scores_gemma":[0.9997876,0.00008246621,0.00001363568,0.00003528458,0.00005789714,0.00002311236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005022344,0.00003105296,0.0000601075,0.0001418736,0.00000345688,0.00002438468,0.0003183837,0.0002863158,0.0001467646,0.6315792,0.2709321,0.09647135],"study_design_scores_gemma":[0.000001027357,0.000002086213,0.00004536042,0.0001661052,9.484681e-7,0.00001913968,0.000108205,0.00006622783,0.00004709977,0.09530994,0.9042316,0.000002233297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003226429,0.01879892,0.001793792,0.004797307,0.0009554105,0.00001719588,0.0000555603,0.00007777947,0.9731814],"genre_scores_gemma":[0.01873395,0.02826792,0.00232257,0.005638,0.001529656,0.0001009589,0.0002015842,0.0002795129,0.9429259],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05871919,"threshold_uncertainty_score":0.1964353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008543812950123372,"score_gpt":0.2366256990769097,"score_spread":0.2280818861267863,"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."}}