{"id":"W4206472423","doi":"10.1016/b978-0-08-102671-7.10268-4","title":"Arctic Shipping","year":2021,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Arctic; The arctic; Climate change; Environmental science; Environmental resource management; Environmental planning; Arctic ice pack; Geography; Oceanography; Business; Geology","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":[0.000193169,0.0008414709,0.0002885877,0.001120506,0.001798385,0.003131705,0.000401669,0.0009228803,0.197063],"category_scores_gemma":[0.0003121578,0.0003239762,0.0002698973,0.001768245,0.0004124937,0.001546311,0.00142127,0.000923907,0.1193839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130628,"about_ca_system_score_gemma":0.001479562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02463201,"about_ca_topic_score_gemma":0.04917662,"domain_scores_codex":[0.9998953,0.00001302925,0.00000504526,0.00002644314,0.0000441045,0.00001609419],"domain_scores_gemma":[0.9999325,0.000008810392,0.000004305528,0.00001039512,0.00003018724,0.00001376164],"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":[0.00003642291,0.00002599505,0.000453653,0.0001973308,0.00000618643,0.0001506564,0.0007163353,0.0005533351,0.0006775897,0.04848204,0.5452095,0.4034909],"study_design_scores_gemma":[5.827616e-7,0.000003533238,0.0003094831,0.0000540103,0.000001104149,0.00003736642,0.0001128847,0.00004364404,0.0000576031,0.001017956,0.9983603,0.000001526014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008344974,0.005085552,0.0004431976,0.0006962161,0.000883102,0.00001001188,0.0003229997,0.0001100375,0.9916143],"genre_scores_gemma":[0.002307203,0.003041365,0.0003174274,0.00008918937,0.00008954767,0.000005579452,0.0002032191,0.00004617879,0.9939003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.197063,"threshold_uncertainty_score":0.6592413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03757347443741688,"score_gpt":0.3010294654784829,"score_spread":0.263455991041066,"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."}}