{"id":"W2508492183","doi":"10.1061/9780784480137.038","title":"Design Charts for Laterally-Loaded Rigid Monopiles in Multilayered Elastic Soil","year":2016,"lang":"en","type":"article","venue":"Geo-Chicago 2016","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geology; Geotechnical engineering; Materials science; Structural engineering; 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":[0.0001984316,0.000214315,0.0002364789,0.0001226365,0.00003848858,0.00002160649,0.0001604468,0.0001972681,0.00005004826],"category_scores_gemma":[0.0001659181,0.0001561399,0.00006454869,0.0001075636,0.00002792574,0.0001248554,0.00002300958,0.0001098156,0.0001277923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008017419,"about_ca_system_score_gemma":0.00002042293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001610683,"about_ca_topic_score_gemma":0.00001718725,"domain_scores_codex":[0.9988431,0.00002478775,0.0003164386,0.0002538221,0.0001125658,0.0004492992],"domain_scores_gemma":[0.9992912,0.0002773986,0.00002366158,0.000267953,0.0000379493,0.000101796],"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":[0.00005231205,0.00004267654,0.0000590111,0.00009986456,0.00002611768,0.000003690013,0.0001601968,0.8844978,0.1005885,0.0002360296,0.001145815,0.01308798],"study_design_scores_gemma":[0.00371194,0.0001812839,0.004696549,0.0005549576,0.00002795721,0.000007911021,0.0000115165,0.952121,0.0270316,0.003200302,0.007558455,0.0008965942],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2966399,0.0002134287,0.7006145,0.0003259297,0.0005224731,0.0005980877,0.00003462582,0.0008780144,0.00017315],"genre_scores_gemma":[0.9976549,0.00009642798,0.0014866,0.00001889338,0.00009000409,0.0001933014,0.000005845946,0.00005764522,0.0003963724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7010151,"threshold_uncertainty_score":0.6367199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389048859221812,"score_gpt":0.2018138439363545,"score_spread":0.1879233553441364,"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."}}