{"id":"W44722552","doi":"","title":"Preventing Disaster as the Arctic Seas Open for Business","year":2016,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Business; Environmental science; Environmental protection; 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":[0.003572735,0.0002564432,0.0001550074,0.0008370728,0.01264103,0.007674531,0.0007479125,0.004836246,0.007876989],"category_scores_gemma":[0.005982944,0.0001877856,0.0002916791,0.0007703354,0.008348208,0.003705936,0.005147021,0.004059432,0.001294088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004528995,"about_ca_system_score_gemma":0.01717928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05336985,"about_ca_topic_score_gemma":0.0590357,"domain_scores_codex":[0.9961511,0.001876446,0.0000861505,0.000178509,0.0004532101,0.00125475],"domain_scores_gemma":[0.9973242,0.0007622143,0.0002729403,0.0001545868,0.0004046496,0.001081223],"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":[0.00005580374,0.0001157714,0.009813935,0.0001002319,0.00002125919,0.001013304,0.03504887,0.001741043,0.0004613447,0.8079171,0.1098666,0.03384481],"study_design_scores_gemma":[0.00002166971,0.0001151297,0.007722029,0.0005260703,0.00001594665,0.0003316054,0.117033,0.0009314776,0.0004126986,0.09763988,0.7751991,0.00005138275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1625123,0.002933633,0.003252375,0.2000339,0.001329971,0.00005915241,0.0001378459,0.00008386072,0.6296569],"genre_scores_gemma":[0.9297129,0.003767372,0.001274009,0.02133401,0.0003040624,0.00005492167,0.00007510698,0.00003632283,0.04344134],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05336985,"threshold_uncertainty_score":0.1061184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03479369168807466,"score_gpt":0.3295734213396384,"score_spread":0.2947797296515637,"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."}}