{"id":"W4392506171","doi":"10.1061/9780784485323.033","title":"Deep Excavation in Clayey Soils for a Sanitary Sewer Pump Station in Maple Ridge, British Columbia","year":2024,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada); Burnaby Hospital","funders":"","keywords":"Ridge; Maple; Excavation; Geotechnical engineering; Geology; Soil water; Clay soil; Mining engineering; Soil science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001521982,0.00006391305,0.000121918,0.0001190048,0.00001260874,0.0001476801,0.00004882487,0.00008082177,0.0001289789],"category_scores_gemma":[0.00004070615,0.0001014005,0.00004793815,0.0004543526,0.000005098389,0.0001392625,0.000007772789,0.000130368,0.00001383431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000845281,"about_ca_system_score_gemma":0.000008329056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006326478,"about_ca_topic_score_gemma":0.05957036,"domain_scores_codex":[0.9993661,0.000006011736,0.0002216101,0.0001475423,0.00007797298,0.0001807817],"domain_scores_gemma":[0.9998155,0.00005715139,0.00000502412,0.00007546047,0.00001742942,0.00002947013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001045485,0.00001614688,0.0002825026,0.0002210291,0.00001874479,0.00001508916,0.00008012692,0.9726547,0.0007870292,0.00007967521,0.00271246,0.02313147],"study_design_scores_gemma":[0.0001632205,0.0000120572,0.00754758,0.00009072823,0.000008340621,0.000002139329,0.0000385529,0.9892235,0.00007526163,0.0007411297,0.001969979,0.000127512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5409186,0.0006660152,0.4560755,0.0001100544,0.0002360278,0.0002854464,0.00003984407,0.0007765436,0.0008919213],"genre_scores_gemma":[0.9973416,0.00006826629,0.001799743,0.00002274649,0.00003862789,0.0000908981,0.0001109928,0.00002619956,0.0005009074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.456423,"threshold_uncertainty_score":0.95759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004983882842499361,"score_gpt":0.1966405461773904,"score_spread":0.191656663334891,"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."}}