{"id":"W565133682","doi":"","title":"Economic Vulnerability of Northern Canadian Mining to Winter Road Degradation Due to Climate Change","year":2015,"lang":"en","type":"article","venue":"Transportation Research Board 94th Annual MeetingTransportation Research Board","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Environmental science; Truck; Arctic; Geography; Engineering; Oceanography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005915829,0.0004813645,0.0003837995,0.0009947806,0.002258886,0.002759269,0.001171778,0.0005733742,0.002597174],"category_scores_gemma":[0.002227548,0.0002634854,0.0007884785,0.001948248,0.0008219703,0.0005190233,0.0008917825,0.0006312567,0.0001544343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04987428,"about_ca_system_score_gemma":0.02347923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914896,"about_ca_topic_score_gemma":0.9933729,"domain_scores_codex":[0.9992636,0.00005764296,0.00001357271,0.00006478191,0.000185017,0.0004154059],"domain_scores_gemma":[0.999094,0.0001500956,0.0001242377,0.00004436641,0.0004108479,0.0001764075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005386532,0.0002372793,0.5583887,0.0001527952,0.0003661431,0.002406981,0.001297667,0.374901,0.002725939,0.01292292,0.01023348,0.03582842],"study_design_scores_gemma":[0.00003096791,0.0001609642,0.6286336,0.00007673255,0.0001946173,0.0004325719,0.00845486,0.3427953,0.001001473,0.002667326,0.01538497,0.0001666915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833162,0.0003396103,0.0004882252,0.0006917777,0.00001296977,0.00003931694,0.001959156,0.00002580783,0.01312691],"genre_scores_gemma":[0.9964533,0.0003970958,0.0002120278,0.00003657843,0.000003248915,0.000007153589,0.0005414009,0.000006504777,0.002342657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04987428,"threshold_uncertainty_score":0.3618649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310573491365359,"score_gpt":0.4221442000618125,"score_spread":0.2910868509252766,"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."}}