{"id":"W2531891924","doi":"","title":"Sustainable Arctic Shipping: Are Current International Rules for Polar Shipping Sufficient?","year":2016,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Polar code; Arctic; Indigenous; Business; Environmental protection; Legislation; Environmental planning; Geography; Political science; Environmental resource management; Environmental science; Oceanography; Engineering; Law; Telecommunications; Ecology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008156377,0.00018545,0.0002287626,0.000101625,0.001566545,0.0001759492,0.000513795,0.00009317818,0.0003473777],"category_scores_gemma":[0.001927577,0.0001371465,0.0001660555,0.0001626767,0.0005207894,0.0004800384,0.0001821984,0.0001562733,0.0002204592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005391263,"about_ca_system_score_gemma":0.00021703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005764765,"about_ca_topic_score_gemma":0.003779049,"domain_scores_codex":[0.9978844,0.0001276751,0.00029264,0.0003868959,0.0004687661,0.0008396479],"domain_scores_gemma":[0.9986333,0.0003758075,0.0001849011,0.0002195735,0.0003160565,0.0002704237],"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":[0.00003165774,0.00009006645,0.02811358,0.00007480422,0.00006424991,0.000005321694,0.003578856,0.000001546162,0.00001947244,0.9545148,0.01172002,0.001785626],"study_design_scores_gemma":[0.0005710291,0.00003379684,0.008987335,0.0002618177,0.00002723752,0.000001042399,0.01490206,0.000006307015,0.00003271776,0.0402636,0.9346297,0.0002833828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3723795,0.01102252,0.01477042,0.3637196,0.01024874,0.004278738,0.0006227858,0.001292833,0.2216649],"genre_scores_gemma":[0.9772473,0.0003204127,0.0003879065,0.000586784,0.001609607,0.00009034853,0.000007130148,0.00002265453,0.01972784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9229097,"threshold_uncertainty_score":0.9997333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03072005395784818,"score_gpt":0.3172358764921256,"score_spread":0.2865158225342774,"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."}}