{"id":"W2320688541","doi":"10.5194/bgd-9-3003-2012","title":"Observed trends of anthropogenic acidification in North Atlantic water masses","year":2012,"lang":"en","type":"article","venue":"","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerio de Ciencia e Innovación; Centre National de la Recherche Scientifique; European Commission; Institut Français de Recherche pour l'Exploitation de la Mer","keywords":"Ocean gyre; Water mass; Environmental science; Oceanography; Ocean acidification; Seawater; Surface water; Extrapolation; Climatology; Geology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002432749,0.00007887428,0.0001199989,0.0001571451,0.0000359194,0.00001169244,0.0001041093,0.00003721481,0.004961622],"category_scores_gemma":[0.00001643025,0.00004456596,0.00003994208,0.0002801011,0.00006169394,0.0002267035,0.000004519399,0.00004385296,0.0002673781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002179478,"about_ca_system_score_gemma":0.00001026693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000901488,"about_ca_topic_score_gemma":0.002763224,"domain_scores_codex":[0.9992216,0.00009595065,0.0002066092,0.0001091989,0.0001255102,0.0002411235],"domain_scores_gemma":[0.9996391,0.00007922651,0.00004275651,0.0001544403,0.00001705007,0.00006741223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000312684,0.00003873581,0.9914695,0.00001372288,0.000005333052,5.373342e-7,0.0001947694,0.0001139625,0.001579624,0.00002766809,0.00005905713,0.006465798],"study_design_scores_gemma":[0.0001323049,0.00003724654,0.986816,0.000002933594,0.000006400899,0.000002709104,0.00009136869,0.0005822483,0.01040127,0.000005265743,0.001842903,0.00007936925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976258,0.0002668085,0.00003217701,0.000167171,0.0001379639,0.00005915254,0.000009477739,0.0000204573,0.001680976],"genre_scores_gemma":[0.9988539,0.00006811195,0.0002264825,0.00002751967,0.00004274255,3.630652e-7,0.0001898082,0.000002151477,0.000588988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008821649,"threshold_uncertainty_score":0.995948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684979692607027,"score_gpt":0.2401484152614414,"score_spread":0.2032986183353711,"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."}}