{"id":"W1985619934","doi":"10.1088/1755-1307/6/46/462009","title":"Amplified acidification of the Arctic Ocean","year":2009,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Ocean acidification; Arctic; The arctic; Oceanography; Environmental science; Climatology; Climate change; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002334319,0.00009055552,0.0000870034,0.00004056517,0.0003527369,0.000070552,0.000285768,0.00002636964,0.0003651928],"category_scores_gemma":[0.00004211491,0.0000559908,0.00002467514,0.0002065152,0.001290337,0.0003821458,0.00001644765,0.00006764597,0.00001863443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003122457,"about_ca_system_score_gemma":0.00004634018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000602422,"about_ca_topic_score_gemma":0.00003238157,"domain_scores_codex":[0.9991003,0.00004167943,0.0001370702,0.0002279703,0.0002941475,0.0001988807],"domain_scores_gemma":[0.9995443,0.00002919421,0.00008441347,0.0002241037,0.00001059639,0.0001073669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001845765,0.00007865304,0.2062022,0.00002569276,0.000006834833,0.000002168314,0.001419035,0.0004124896,0.5123961,0.003792145,0.00002844483,0.2754516],"study_design_scores_gemma":[0.00007181404,0.0001305061,0.9215509,0.000009913445,0.000003708963,0.00001391735,0.0003380424,0.0004186128,0.0764747,0.0003945005,0.0005167777,0.00007657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974077,0.0001193839,0.00001622565,0.0006266745,0.00008805112,0.0001318423,0.00002605752,0.00001068517,0.001573408],"genre_scores_gemma":[0.9991829,0.0001613824,0.0001449417,0.0001509498,0.00001351782,1.411261e-7,0.000008219801,8.759321e-7,0.0003370383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7153487,"threshold_uncertainty_score":0.4754301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218763987844105,"score_gpt":0.1937675050393328,"score_spread":0.1815798651608918,"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."}}