{"id":"W2998988031","doi":"10.1061/9780784481837.001","title":"Structural Design and Construction Challenges on the South and West of Edmonton Area Development Project","year":2018,"lang":"en","type":"article","venue":"","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Variety (cybernetics); Work (physics); Engineering; Construct (python library); Civil engineering; Service (business); Construction engineering; Computer science; Mechanical engineering; Geography; Business","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":[0.001530738,0.0004445022,0.0001532532,0.0006596221,0.002901241,0.00155651,0.001183367,0.000759807,0.006502677],"category_scores_gemma":[0.0008111545,0.0004301255,0.000248887,0.0004662972,0.001315538,0.0005907704,0.001662064,0.001063302,0.0007230985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00457846,"about_ca_system_score_gemma":0.01192177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1350727,"about_ca_topic_score_gemma":0.5134545,"domain_scores_codex":[0.9990748,0.0001854636,0.0000184797,0.00008979285,0.000383242,0.0002481756],"domain_scores_gemma":[0.9994259,0.00008888025,0.00003325319,0.00005373244,0.0001944102,0.0002038352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004981803,0.0008710056,0.08094688,0.0009882699,0.00009845841,0.01110618,0.01707839,0.09902989,0.05969403,0.1223938,0.06683768,0.5404573],"study_design_scores_gemma":[0.0001470781,0.001224972,0.1612474,0.0008151733,0.00008791719,0.003243797,0.03747834,0.03422786,0.01151781,0.014207,0.735689,0.0001136269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7532133,0.001301425,0.02410477,0.009994277,0.0001610907,0.0003517217,0.0004290928,0.0003081464,0.2101362],"genre_scores_gemma":[0.8549981,0.00120809,0.04515285,0.0004690738,0.00002648198,0.000207416,0.0004792814,0.0001406397,0.09731813],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8649273,"threshold_uncertainty_score":0.268573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308970671644897,"score_gpt":0.2124425672597803,"score_spread":0.1815455000952906,"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."}}