{"id":"W4301375995","doi":"10.5957/icetech-2014-169","title":"Assessing the Risks of Icebergs Impacting the Topsides of a Gravity Based Structure","year":2014,"lang":"en","type":"article","venue":"","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Iceberg; Caisson; Monte Carlo method; Marine engineering; Engineering; Geology; Geotechnical engineering; Oceanography; Mathematics; Statistics; Sea ice","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":[0.0002823377,0.00007625256,0.0001422483,0.00003351949,0.00006277882,0.0000224561,0.0001209889,0.00003629118,0.0001526089],"category_scores_gemma":[0.00005771228,0.00003814218,0.000100999,0.0002301207,0.00004302402,0.0001349203,0.000003125685,0.0001122561,4.441773e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007029305,"about_ca_system_score_gemma":0.00001217055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004067621,"about_ca_topic_score_gemma":0.0002798172,"domain_scores_codex":[0.9994569,0.00004519084,0.0002154838,0.00004888974,0.0001354259,0.00009812962],"domain_scores_gemma":[0.9993131,0.0003312687,0.00007789382,0.000211613,0.00004462998,0.00002154315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00001149081,0.00001808813,0.09509598,0.0001785359,0.0002898948,2.273262e-7,0.002256137,0.7659961,0.1065302,0.001725449,0.0001132778,0.02778464],"study_design_scores_gemma":[0.0001973282,0.00001309886,0.7563454,0.00002715491,0.0001544652,6.546447e-7,0.001242993,0.1552242,0.0858447,0.0006686908,0.0001828987,0.00009841058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287111,0.00003261136,0.06950623,0.0001684819,0.00003908442,0.00004267459,0.000008388047,0.00003489455,0.001456496],"genre_scores_gemma":[0.9990324,0.000002857101,0.0008760121,0.0000466925,0.00002256464,6.889269e-7,0.000004251419,0.000007910517,0.000006624564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6612495,"threshold_uncertainty_score":0.1670961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103139458038575,"score_gpt":0.3145604304751438,"score_spread":0.283529035894758,"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."}}