{"id":"W2184726404","doi":"","title":"Long-Terms Trends For Sea Ice In the Western Arctic Ocean: Implications For Shipping And Offshore Oil And Gas Activities","year":2011,"lang":"en","type":"article","venue":"The Twenty-first International Offshore and Polar Engineering Conference","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Sea ice; Oceanography; Arctic ice pack; Arctic sea ice decline; Arctic; Beaufort sea; Submarine pipeline; Beaufort scale; Geology; Continental shelf; Arctic geoengineering; Antarctic sea ice; Climatology; Environmental science; Physical geography; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006034237,0.000254548,0.0001705259,0.0009085612,0.0003362943,0.001032207,0.000187145,0.0003319343,0.001066545],"category_scores_gemma":[0.001170818,0.0001063213,0.0003154868,0.001773315,0.0002125802,0.000651993,0.0002422534,0.0002863049,0.0003134748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009217067,"about_ca_system_score_gemma":0.0009648412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1359834,"about_ca_topic_score_gemma":0.2084526,"domain_scores_codex":[0.9998558,0.00002095949,0.00002559736,0.00002234275,0.0000429096,0.00003236164],"domain_scores_gemma":[0.9990319,0.00008015206,0.0002962951,0.0000215164,0.0004548122,0.0001152943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001009673,0.00002929005,0.98399,0.00006744448,0.00006665555,0.0000735866,0.0002536699,0.001079882,0.0007193097,0.0001840336,0.0008579594,0.01257723],"study_design_scores_gemma":[0.000001470231,0.00002356096,0.9971934,0.00002622602,0.00002213439,0.00002487162,0.0004167508,0.0006991544,0.0001694889,0.00007120342,0.001347115,0.000004672705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846281,0.003650883,0.0003859458,0.001376151,0.00006716929,0.0000105444,0.004725581,0.00002319797,0.005132366],"genre_scores_gemma":[0.9935889,0.002107409,0.000308925,0.00007766169,0.00004680931,0.000007191933,0.002772403,0.000009617246,0.001081082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1359834,"threshold_uncertainty_score":0.2703838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581350306381596,"score_gpt":0.2337993263484764,"score_spread":0.2079858232846604,"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."}}