{"id":"W2285052926","doi":"10.1680/jenge.15.00040","title":"Environmental assessment of earth retaining wall structures","year":2016,"lang":"en","type":"article","venue":"Environmental Geotechnics","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"Universitat Politècnica de Catalunya","keywords":"Retaining wall; Sustainability; Life-cycle assessment; Cantilever; Engineering; Civil engineering; Environmental impact assessment; Geotechnical engineering; Environmental science; Structural engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001187926,0.0002114894,0.0002043076,0.00006909235,0.00003993182,0.000006921649,0.0001820966,0.0001637583,0.0003428732],"category_scores_gemma":[0.000008580697,0.0001716683,0.00008693805,0.00005985401,0.0001119481,0.0001085556,0.00007692105,0.000168042,0.00002027858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227624,"about_ca_system_score_gemma":0.00000477943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000151377,"about_ca_topic_score_gemma":4.438748e-7,"domain_scores_codex":[0.9988735,0.00001679881,0.0003180693,0.0002159643,0.0002995097,0.0002761039],"domain_scores_gemma":[0.9994609,0.00004318758,0.0000484913,0.0003603292,0.00000128415,0.00008585888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000004615969,0.00006477243,0.002417802,0.0000380491,0.00004643131,0.00000469308,0.00006503509,0.3714965,0.5749367,0.0008352592,0.00003901233,0.05005114],"study_design_scores_gemma":[0.00257749,0.0006232642,0.3995686,0.0002154283,0.000119293,0.00006141992,0.0002532579,0.3548394,0.1841371,0.002643878,0.05297822,0.001982752],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435275,0.0002499991,0.05476746,0.00003203949,0.0001127309,0.0001876113,0.00007125013,0.0003907433,0.0006606362],"genre_scores_gemma":[0.9976032,0.0004816911,0.00170262,0.00001220844,0.0000229415,0.00001622496,0.00002011002,0.00005155911,0.00008943537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3971508,"threshold_uncertainty_score":0.700043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004488945961288605,"score_gpt":0.1816560150110302,"score_spread":0.1771670690497416,"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."}}