{"id":"W4385992220","doi":"10.2139/ssrn.4545115","title":"Horizontal Vibration Characteristics of Offshore Two–Pile Groups","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Pile; Submarine pipeline; Vibration; Geology; Marine engineering; Structural engineering; Geotechnical engineering; Engineering; Acoustics; Physics","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":[0.00007786799,0.0001646498,0.0001271599,0.0002569851,0.0001466701,0.0001460318,0.0001538075,0.0002865012,0.003991423],"category_scores_gemma":[0.0002790007,0.0000951869,0.00008643714,0.0002056739,0.000216081,0.0001880635,0.000225196,0.0001623494,0.000511417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009386496,"about_ca_system_score_gemma":0.00006872079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007587647,"about_ca_topic_score_gemma":0.0004911043,"domain_scores_codex":[0.9999409,0.000008769657,0.000001649119,0.00001132539,0.00001700631,0.00002033507],"domain_scores_gemma":[0.9997579,0.00009051943,0.00003504075,0.00002119799,0.00005597863,0.00003925864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003638143,0.0004236896,0.08245912,0.000221501,0.0001084064,0.002596345,0.002390533,0.2695683,0.5121683,0.007706792,0.003104808,0.115614],"study_design_scores_gemma":[0.00005075232,0.001048669,0.2492671,0.00003333581,0.00003395727,0.0007838664,0.001905173,0.7073437,0.03316539,0.004601199,0.00169652,0.00007035451],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936253,0.00001865176,0.003270871,0.0000218243,0.000003814971,0.000002599292,0.00003635824,0.00001488989,0.003005731],"genre_scores_gemma":[0.9992486,0.000003932984,0.0001138159,0.000001964703,0.000001126767,9.71714e-7,0.00002428979,0.000002507034,0.0006029202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003991423,"threshold_uncertainty_score":0.01335263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007285225834983981,"score_gpt":0.2116680235952531,"score_spread":0.2043827977602692,"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."}}