{"id":"W2101667414","doi":"10.1130/focus122007.1","title":"Rapid climate change and Arctic Ocean freshening","year":2007,"lang":"en","type":"article","venue":"Geology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Oceanography; Arctic; Climate change; Climatology; The arctic; Earth science","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":[0.0009776491,0.0001032079,0.000175381,0.0001477154,0.0002385938,0.000008707867,0.000134026,0.0001869023,0.002932394],"category_scores_gemma":[0.0000749948,0.000089041,0.00002458415,0.0001220252,0.0004467233,0.00008785136,0.00003362131,0.0002680421,0.0005949328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":4.64037e-7,"about_ca_system_score_gemma":0.000009340094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003620927,"about_ca_topic_score_gemma":0.006810566,"domain_scores_codex":[0.998649,0.0001156622,0.0001565992,0.0002569738,0.00007759134,0.0007441612],"domain_scores_gemma":[0.9992062,0.0004460344,0.00004100618,0.000138095,0.00002852912,0.0001401732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006980242,0.000004614136,0.9890901,0.00002019408,0.00001003432,0.0001507541,0.000237871,0.000002218089,0.000001059443,0.0005762742,0.00004998376,0.009787052],"study_design_scores_gemma":[0.0002511703,0.0001624524,0.9943897,0.000004532597,0.000006960302,0.0005436144,0.0001155737,0.0002857244,0.00000915751,0.001696873,0.002437971,0.00009623541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802552,0.00349129,0.0000169162,0.001417718,0.0003343413,0.0001178665,0.000004670874,0.00004142796,0.01432051],"genre_scores_gemma":[0.9979398,0.0005364327,0.0003785034,0.0008724827,0.0001301573,5.81534e-7,0.00004278094,0.000002112832,0.00009712234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768456,"threshold_uncertainty_score":0.997979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03842767576021195,"score_gpt":0.2518529519963104,"score_spread":0.2134252762360984,"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."}}