{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001943469,0.0001491379,0.0002852234,0.0001125044,0.0001263691,0.00001234467,0.0001451246,0.0001999259,0.001072192],"category_scores_gemma":[0.00005268641,0.00009948605,0.00005732365,0.00004377505,0.0003706108,0.0000393857,0.0001051803,0.0001286026,0.0003224491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002361987,"about_ca_system_score_gemma":0.00005340921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01610792,"about_ca_topic_score_gemma":0.001548836,"domain_scores_codex":[0.9990363,0.00007828975,0.0001392219,0.0002024323,0.0002180038,0.0003257445],"domain_scores_gemma":[0.9996328,0.00004589536,0.00007690473,0.000156524,0.00001587098,0.00007203805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005911249,0.00002470562,0.01575376,0.0004281251,0.0001664067,0.000006070436,0.04863825,7.290564e-8,0.000004873197,0.008256611,0.9252529,0.001462269],"study_design_scores_gemma":[0.0001041651,0.0000125794,0.0004933745,0.0001297509,0.00003583377,3.958759e-7,0.001198285,8.979462e-8,0.000003314797,0.0007555264,0.9971119,0.0001548428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000271227,0.001103056,0.000005710198,0.002997053,0.0004834422,0.0002255168,0.00001348502,0.00005333478,0.9948472],"genre_scores_gemma":[0.02413412,0.006068267,0.0001839518,0.000127765,0.0009737283,0.000005555673,0.00000408059,0.0001025871,0.9683999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0718589,"threshold_uncertainty_score":0.999841,"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."}}