{"id":"W4410774073","doi":"10.3390/eng6060113","title":"A Review of Ship Collision and Seismic Impacts on Scour-Affected Bridge Pile Foundations","year":2025,"lang":"en","type":"review","venue":"Eng—Advances in Engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pile; Bridge (graph theory); Collision; Geotechnical engineering; Geology; Bridge scour; Pile cap; Engineering; Forensic engineering; Marine engineering; Structural engineering; Pier; 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":[0.0008588601,0.0009254127,0.001461095,0.006249901,0.0003742763,0.001335155,0.0008096606,0.001002213,0.005467459],"category_scores_gemma":[0.002610732,0.0003857783,0.001178112,0.007280639,0.0003897064,0.001456412,0.0006822369,0.0005930925,0.001051083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006329302,"about_ca_system_score_gemma":0.002794906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002955849,"about_ca_topic_score_gemma":0.005346189,"domain_scores_codex":[0.9994957,0.00009635661,0.0001359761,0.00008186387,0.0001585333,0.00003150762],"domain_scores_gemma":[0.9984352,0.000923423,0.0002670404,0.00003195398,0.0002926163,0.00004976159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008452495,0.00007804982,0.0008095909,0.2544498,0.0004674217,0.0003361151,0.0003519365,0.0006733841,0.00181149,0.002839451,0.02066273,0.7174355],"study_design_scores_gemma":[0.00001323371,0.0002043965,0.005016764,0.06127781,0.001589695,0.001271114,0.0003725468,0.000133853,0.0009499468,0.001308093,0.9278158,0.00004678333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003461916,0.9981989,0.0001018874,0.0001651791,0.000115108,0.00000756425,0.00007218405,0.000006395368,0.0009865538],"genre_scores_gemma":[0.001163805,0.9983694,0.00009295313,0.00007447904,0.00005773204,0.000004659772,0.00004852007,0.00000128191,0.0001871512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006249901,"threshold_uncertainty_score":0.0182904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258898617636443,"score_gpt":0.2969073528535899,"score_spread":0.2843183666772255,"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."}}