{"id":"W2774594789","doi":"10.1016/j.coldregions.2017.12.005","title":"Field measurement of the reduction in local pressure from ice management","year":2017,"lang":"en","type":"article","venue":"Cold Regions Science and Technology","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Submarine pipeline; Environmental science; Hull; Full scale; Marine engineering; Sea ice; Arctic ice pack; Computer science; Geology; Oceanography; Engineering; Structural engineering","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":[0.0002021693,0.0002572185,0.0002003043,0.0005625361,0.0004019603,0.0004151203,0.0003123004,0.0003566973,0.002197112],"category_scores_gemma":[0.000526654,0.0001452534,0.0001469036,0.0006964065,0.0002804981,0.0004245775,0.0001517544,0.0006488526,0.0003638196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003382292,"about_ca_system_score_gemma":0.0003791477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007499791,"about_ca_topic_score_gemma":0.007970206,"domain_scores_codex":[0.9998724,0.00001989928,0.00000384746,0.00004643022,0.00004409588,0.00001332219],"domain_scores_gemma":[0.999522,0.0001373977,0.00007436292,0.00003960632,0.0001662664,0.00006045374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002356878,0.001673849,0.179914,0.0003656984,0.000181516,0.0001187265,0.0004211576,0.004440065,0.7001277,0.000698099,0.004742863,0.1049594],"study_design_scores_gemma":[0.0001709381,0.00135529,0.8478456,0.0000307267,0.0001336065,0.0002374551,0.0002692536,0.01709426,0.1278929,0.0004911532,0.004430615,0.00004816364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787967,0.0001453674,0.01086355,0.00009851984,0.00008055584,0.00009656778,0.002064893,0.0002424352,0.007611384],"genre_scores_gemma":[0.9908601,0.0001486671,0.005206376,0.0001417822,0.00004879949,0.00009376818,0.001246705,0.0000394032,0.002214347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007499791,"threshold_uncertainty_score":0.01491225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355157656691694,"score_gpt":0.2084021309177853,"score_spread":0.1948505543508683,"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."}}