{"id":"W4293149502","doi":"10.5957/icetech-2014-153","title":"Challenges in Determining Design Iceberg Impact Loads for Offshore Structures","year":2014,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Iceberg; Submarine pipeline; Software; Marine engineering; Arctic; Geology; Engineering; Sea ice; Computer science; Oceanography","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":[0.003398087,0.0008517121,0.0007888941,0.001778235,0.0008360967,0.001583005,0.001437386,0.0007669003,0.002807867],"category_scores_gemma":[0.007872374,0.0007224724,0.0004896657,0.000868534,0.0008007548,0.001395652,0.001164453,0.0006466207,0.001392161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170135,"about_ca_system_score_gemma":0.001447833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004707195,"about_ca_topic_score_gemma":0.01651247,"domain_scores_codex":[0.9968891,0.0005855496,0.0002034718,0.0001806645,0.001997926,0.0001433577],"domain_scores_gemma":[0.9948235,0.002748961,0.0003987316,0.0003775065,0.001550734,0.0001006382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008374008,0.0001185141,0.0261242,0.0007219105,0.00005463792,0.0003432708,0.0008074489,0.604064,0.01855874,0.008242209,0.002841823,0.3380395],"study_design_scores_gemma":[0.00006905231,0.00104835,0.05532756,0.0006832737,0.0001456698,0.001112196,0.005395291,0.7778546,0.05191921,0.04162251,0.06460647,0.0002157898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3127684,0.001587065,0.6184347,0.0006869435,0.0001177656,0.0002599144,0.0005951529,0.0008970221,0.06465308],"genre_scores_gemma":[0.8236645,0.001436591,0.1688672,0.0001448678,0.00005548712,0.0001805964,0.0004277342,0.0004869645,0.00473605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004707195,"threshold_uncertainty_score":0.01797104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05570395768976589,"score_gpt":0.2703362873318215,"score_spread":0.2146323296420556,"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."}}