{"id":"W2558467787","doi":"10.4043/27408-ms","title":"Characterization of Full Scale Operational Ice Pressures and Hull Response on a Large Arctic Tanker","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Mitacs","keywords":"Hull; Marine engineering; Full scale; Arctic; Sea ice; Instrumentation (computer programming); Environmental science; Engineering; Meteorology; Computer science; Geology; Structural engineering; Climatology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003125816,0.0001491971,0.0001979691,0.0001764181,0.0001443815,0.00001978714,0.0002184639,0.0001613025,0.001121485],"category_scores_gemma":[0.0002899716,0.0001034298,0.00002581219,0.0001856544,0.0004381812,0.0002056056,0.00004062157,0.0001482687,0.00006587974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001203093,"about_ca_system_score_gemma":0.00009594136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001363317,"about_ca_topic_score_gemma":0.0003036679,"domain_scores_codex":[0.9988586,0.00009970352,0.0002419205,0.0003268047,0.0001901213,0.0002828026],"domain_scores_gemma":[0.9991066,0.0002731864,0.000128311,0.0002679662,0.0001593189,0.00006457578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001079849,0.00009239063,0.8529968,0.00006264876,0.00005182396,0.00001408441,0.0003793093,0.000003138422,0.09853335,0.02461072,0.000008958768,0.02216689],"study_design_scores_gemma":[0.0007389265,0.0006134623,0.987522,0.0002124149,0.00003172412,0.00009658404,0.0002719744,0.00132696,0.002217372,0.005357743,0.001390192,0.0002206131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873381,0.0000228949,0.004611475,0.007243183,0.000103609,0.0001726478,0.0001441807,0.00006384162,0.000300124],"genre_scores_gemma":[0.9983482,0.0000929815,0.0008018941,0.0002941368,0.0000218195,0.000004907885,0.00003196214,0.000004778886,0.0003992816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1345252,"threshold_uncertainty_score":0.9997916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007658168460135705,"score_gpt":0.2011458773988614,"score_spread":0.1934877089387257,"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."}}