{"id":"W2149645598","doi":"10.1139/t2012-071","title":"A simplified plane strain analysis of lateral wall deflection for excavations with cross walls","year":2012,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Council","keywords":"Deflection (physics); Excavation; Structural engineering; Geotechnical engineering; Geology; Engineering; Optics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003734251,0.0001668772,0.0003495014,0.0007650239,0.0001215124,0.00007057413,0.0002204364,0.0002001691,0.0001016166],"category_scores_gemma":[0.00006058086,0.0001481474,0.0002515111,0.001004864,0.00004561671,0.0001482416,0.000007418743,0.000393218,0.000003311011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002294135,"about_ca_system_score_gemma":0.00007100927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001827377,"about_ca_topic_score_gemma":0.002791354,"domain_scores_codex":[0.9986839,0.00001359419,0.0003996605,0.000116363,0.000193584,0.0005928766],"domain_scores_gemma":[0.998884,0.00007229337,0.00006253911,0.0002003178,0.0001062153,0.0006745896],"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":[0.000009607288,0.00002065531,0.001736213,0.00001968886,0.0007728946,0.000003900257,0.00003845952,0.9944021,0.001668516,0.0001997219,0.0002305237,0.0008977328],"study_design_scores_gemma":[0.0008208179,0.0002078903,0.09904362,0.00006424129,0.002045761,0.000149362,0.00003064905,0.8790163,0.0006776124,0.0002564713,0.01704228,0.0006449706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4777872,0.0001754002,0.5208035,0.0002759281,0.0001469024,0.0002034442,0.0002870139,0.0002157233,0.000104935],"genre_scores_gemma":[0.9982219,0.0000168851,0.00141801,0.00005498177,0.0001083069,0.00001688671,0.00006439817,0.00002929791,0.00006933632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5204347,"threshold_uncertainty_score":0.6041274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228307663603753,"score_gpt":0.2331885479141856,"score_spread":0.2209054712781481,"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."}}