{"id":"W2148262139","doi":"10.1038/srep02339","title":"Vulnerability of Polar Oceans to Anthropogenic Acidification: Comparison of Arctic and Antarctic Seasonal Cycles","year":2013,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Antarctic Climate and Ecosystems Cooperative Research Centre; Australian Government","keywords":"Alkalinity; Environmental science; Arctic; Oceanography; Ocean acidification; Total inorganic carbon; Nutrient; Bay; Glacial period; Climate change; Carbon dioxide; Ecology; Geology; Chemistry; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001098154,0.0001156029,0.0002616232,0.0001539608,0.0002201416,0.0001004622,0.0001349936,0.00004676078,0.001580097],"category_scores_gemma":[0.0003544983,0.0000881236,0.00006429283,0.0004836159,0.0007084201,0.0002166378,0.00001891101,0.00007660104,0.00004810552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005722995,"about_ca_system_score_gemma":0.00009731171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007855241,"about_ca_topic_score_gemma":0.0001074702,"domain_scores_codex":[0.9981286,0.0001446918,0.0005730877,0.0004856176,0.0004580664,0.0002099447],"domain_scores_gemma":[0.9984536,0.0001972095,0.000330806,0.0005546257,0.000265467,0.0001982646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001754637,0.00006981716,0.973281,0.00008738534,0.00001301008,0.000002664464,0.0004669381,0.0003033831,0.01544234,0.00001507686,0.0005884799,0.009712365],"study_design_scores_gemma":[0.00005521025,0.00009596488,0.9790425,0.00002631527,0.00001496666,0.00004132227,0.0005342562,0.001607501,0.01660969,0.0008571009,0.001006314,0.0001088008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974642,0.0007062646,0.0001008229,0.000371737,0.0007636787,0.0004084627,0.00001991054,0.00001818503,0.0001467141],"genre_scores_gemma":[0.9988557,0.00000884796,0.0008734728,0.00001559998,0.00002281415,0.000001206466,0.00005569435,0.000003015182,0.0001637037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009603565,"threshold_uncertainty_score":0.9993326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926816285951088,"score_gpt":0.2738817899545869,"score_spread":0.254613627095076,"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."}}