{"id":"W2017269829","doi":"10.4043/23787.ms","title":"Iceberg Interaction Frequency Model for Subsea Structures","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Subsea; Iceberg; Submarine pipeline; Seabed; Geology; Marine engineering; Oceanography; Sea ice; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006585261,0.0002048267,0.0001918425,0.0002988452,0.00006018153,0.00001838887,0.0003023066,0.0003503947,0.00003172613],"category_scores_gemma":[0.0001497514,0.0002023434,0.00004599688,0.00020776,0.000105324,0.0002117555,0.00004981031,0.0003825172,0.00002088812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008590443,"about_ca_system_score_gemma":0.00001541701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005404717,"about_ca_topic_score_gemma":0.0000103471,"domain_scores_codex":[0.9991074,0.000003479592,0.0001781775,0.0001713234,0.00007007582,0.0004695402],"domain_scores_gemma":[0.9994436,0.00004556961,0.00003135376,0.0003712128,0.00005972924,0.00004852702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001147448,0.00005849937,0.01248347,0.0003366022,0.0001964345,0.000002825138,0.0006030923,0.02329214,0.03833674,0.8303266,0.0009280199,0.09342416],"study_design_scores_gemma":[0.0005287802,0.0001014777,0.001716378,0.0001021206,0.00008581339,0.00008858849,0.0006768484,0.717684,0.06783392,0.2068248,0.003460208,0.0008970675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4318759,0.0008044628,0.5595988,0.0004291418,0.0009322161,0.0002639977,0.00001593381,0.004618684,0.001460829],"genre_scores_gemma":[0.9631574,0.00006985103,0.03644295,0.0000101838,0.00005206875,0.0001448249,0.000008002346,0.00003728989,0.00007745704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6943919,"threshold_uncertainty_score":0.8251324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518010814875006,"score_gpt":0.2438615139859583,"score_spread":0.2186814058372082,"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."}}