{"id":"W2495377984","doi":"10.1002/9780470999677.ch6","title":"LCI Case Studies","year":2001,"lang":"en","type":"other","venue":"","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Agency (philosophy); Incineration; Environmental planning; Section (typography); Waste management; Engineering; Business; Environmental science; Environmental protection; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002058927,0.000922697,0.0004004496,0.003333909,0.003027648,0.00307339,0.001723611,0.001770854,0.038844],"category_scores_gemma":[0.003297731,0.0003917061,0.001065661,0.007530116,0.0007074609,0.001350625,0.001794241,0.00117085,0.004925891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009326982,"about_ca_system_score_gemma":0.00299542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1192428,"about_ca_topic_score_gemma":0.1577511,"domain_scores_codex":[0.9977888,0.000577779,0.00009231134,0.0001652424,0.0009868513,0.0003890191],"domain_scores_gemma":[0.9986817,0.000452309,0.00009422363,0.0001719892,0.000497127,0.0001026264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001250053,0.001375861,0.01788016,0.002402152,0.0001942943,0.009339577,0.002351016,0.0913341,0.003593424,0.1711044,0.4333981,0.265777],"study_design_scores_gemma":[0.0001417196,0.0001614684,0.006293993,0.0004626925,0.00006742813,0.001411369,0.002490144,0.009552304,0.002781523,0.01105097,0.9655245,0.00006189205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03838066,0.003349524,0.004985,0.002003002,0.0001983293,0.000970331,0.009719856,0.0003380036,0.9400553],"genre_scores_gemma":[0.4933001,0.01388888,0.03004879,0.00182318,0.0001514423,0.002451355,0.0243219,0.0005242117,0.4334901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1192428,"threshold_uncertainty_score":0.2370974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708585792935674,"score_gpt":0.2961758411568687,"score_spread":0.2790899832275119,"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."}}