{"id":"W2085817305","doi":"10.1029/2005eo490004","title":"Global impacts of Arctic climate processes","year":2005,"lang":"en","type":"article","venue":"Eos","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Geological Society of London","keywords":"Arctic; The arctic; Climate change; Global warming; Climatology; Climate model; Environmental science; General Circulation Model; Geography; Environmental planning; Oceanography; Physical geography; 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":[0.0005994307,0.0004648695,0.0002297878,0.0004023227,0.0004835455,0.001364747,0.0001619865,0.0004120152,0.003441407],"category_scores_gemma":[0.0006203013,0.0001041533,0.0003668274,0.0006087581,0.0005068294,0.0008034678,0.001550989,0.0003849671,0.0002191199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110557,"about_ca_system_score_gemma":0.000520031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01277266,"about_ca_topic_score_gemma":0.01301121,"domain_scores_codex":[0.9997646,0.00009051728,0.000009616322,0.00003270998,0.00004819023,0.00005440894],"domain_scores_gemma":[0.9998327,0.00005519273,0.00002759035,0.00001344244,0.0000418086,0.00002916749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008795816,0.000175576,0.2100894,0.001311569,0.0009912152,0.001738409,0.002823358,0.232203,0.02017368,0.1666267,0.02235377,0.3406337],"study_design_scores_gemma":[0.00006369385,0.0003454407,0.3915958,0.0006644351,0.0005555308,0.0006919698,0.008002012,0.03811339,0.007257171,0.1450601,0.4075257,0.0001248577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8006834,0.03508035,0.003548216,0.01199354,0.0007516285,0.00002271127,0.003125681,0.0001684111,0.144626],"genre_scores_gemma":[0.9727054,0.02323099,0.0007614073,0.0004786019,0.000237476,0.000007854203,0.0004668542,0.00002761402,0.002083801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01277266,"threshold_uncertainty_score":0.02539659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00682120295428932,"score_gpt":0.2343005102516494,"score_spread":0.2274793072973601,"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."}}