{"id":"W4360619505","doi":"10.1061/9780784484708.047","title":"Evaluation of Empirical Methods for Estimating Tunneling-Induced Ground Movements—Los Angeles Metro K Line Crenshaw/LAX Transit Project","year":2023,"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)","funders":"","keywords":"Quantum tunnelling; Alluvium; Geotechnical engineering; Planar; Settlement (finance); Landslide; Geology; Materials science; Geomorphology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02099219,0.001202948,0.0008419437,0.004488312,0.0005258239,0.001648323,0.002518179,0.001015913,0.001585112],"category_scores_gemma":[0.06240632,0.000434116,0.0005985373,0.002633532,0.0005534321,0.001564891,0.001600212,0.0009924921,0.0005137995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450009,"about_ca_system_score_gemma":0.001742363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03052995,"about_ca_topic_score_gemma":0.02073807,"domain_scores_codex":[0.9917121,0.004834587,0.0005866401,0.0008612417,0.001853583,0.0001519047],"domain_scores_gemma":[0.9309821,0.04606141,0.005040298,0.003650092,0.01379709,0.0004689452],"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":[0.0005727449,0.0009121165,0.2019162,0.0004382075,0.0004403107,0.0001782262,0.0005160629,0.4523376,0.001254522,0.004525828,0.004033565,0.3328747],"study_design_scores_gemma":[0.00002984437,0.0001269842,0.01691432,0.00006542562,0.00001978382,0.00004442169,0.0002063203,0.980768,0.0005396301,0.0005792142,0.0006869814,0.00001916084],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4271114,0.0009007272,0.5626116,0.0002946893,0.00007037596,0.0009090028,0.001824233,0.002229977,0.004047895],"genre_scores_gemma":[0.5821707,0.0005423234,0.4114858,0.00007326028,0.00003296188,0.0008870153,0.002866811,0.0002771974,0.00166408],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03052995,"threshold_uncertainty_score":0.1110187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155889631547888,"score_gpt":0.4354381550236177,"score_spread":0.2795485234757297,"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."}}