{"id":"W2997555621","doi":"10.1002/9781119300762.wsts0098","title":"Arctic Shipping and Polar Seaways","year":2019,"lang":"en","type":"other","venue":"Encyclopedia of Water","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Arctic; The arctic; Sea ice; Oceanography; Geography; Constraint (computer-aided design); Climatology; Climate change; Polar; Environmental science; Meteorology; Geology; 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":[0.0002644425,0.0001376959,0.00009847204,0.001089853,0.0005034656,0.002102752,0.000130556,0.0002473248,0.02428343],"category_scores_gemma":[0.001442287,0.00004061215,0.0001518492,0.003939426,0.0006210077,0.0007930626,0.0008687186,0.0004388251,0.001178614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113897,"about_ca_system_score_gemma":0.001009899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07169968,"about_ca_topic_score_gemma":0.06997865,"domain_scores_codex":[0.999819,0.00007441951,0.000008450139,0.00002242527,0.00003726158,0.00003847872],"domain_scores_gemma":[0.9991081,0.0003234496,0.0002460198,0.00002176191,0.0001742793,0.0001262634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002547097,0.0001746766,0.2802644,0.001463751,0.0001640205,0.001152522,0.01361052,0.001827366,0.0003652993,0.340674,0.1374384,0.2226105],"study_design_scores_gemma":[0.00001176048,0.00005456101,0.5494999,0.00188699,0.00006068844,0.0002345195,0.03506432,0.0008756531,0.0001525544,0.03436158,0.3777634,0.00003407785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3026496,0.06069543,0.0003142633,0.03808168,0.001363803,0.0000100752,0.004366084,0.00002357539,0.5924955],"genre_scores_gemma":[0.9166466,0.04893759,0.0001324611,0.0009373278,0.0008153499,0.000007320855,0.001125897,0.00001772887,0.0313797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07169968,"threshold_uncertainty_score":0.1425647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320873656643211,"score_gpt":0.2692988010995823,"score_spread":0.2560900645331501,"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."}}