{"id":"W2603080853","doi":"10.1016/j.epsl.2017.03.007","title":"Core-top calibration of B/Ca in Pacific Ocean Neogloboquadrina incompta and Globigerina bulloides as a surface water carbonate system proxy","year":2017,"lang":"en","type":"article","venue":"Earth and Planetary Science Letters","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fisheries and Oceans Canada; Office of the President, University of California; Oregon State University; Division of Ocean Sciences; National Oceanic and Atmospheric Administration; Ford Foundation; National Science Foundation","keywords":"Calcite; Globigerina bulloides; Foraminifera; Carbonate; Ocean acidification; Geology; Oceanography; Seawater; Mineralogy; Calcium carbonate; Sea surface temperature; Paleoceanography; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009211652,0.0001716906,0.0002370062,0.0001513336,0.0006097158,0.0002286533,0.0003309553,0.00005842078,0.00007279304],"category_scores_gemma":[0.00004664953,0.0001065293,0.00002100831,0.0001245014,0.0009821849,0.0006479686,0.00003589684,0.0001446674,0.00002344202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000390923,"about_ca_system_score_gemma":0.00005325095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005666895,"about_ca_topic_score_gemma":0.0003193492,"domain_scores_codex":[0.9984658,0.0001069542,0.0002650586,0.0004194523,0.0003348177,0.0004078708],"domain_scores_gemma":[0.9992118,0.0001193114,0.0001441928,0.0003225482,0.0000209998,0.0001811823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001245408,0.000004834077,0.9881653,0.00009725883,0.000005212647,0.0000667774,0.0004560721,0.001900762,0.007667859,0.00002262332,0.00004000591,0.001448808],"study_design_scores_gemma":[0.0002889376,0.0001314951,0.9446468,0.0000716935,0.000006282386,0.0000821318,0.0003143558,0.0520756,0.001557875,0.00002015722,0.0006235577,0.0001811525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966995,0.0001991563,0.000005005322,0.001170656,0.0002531981,0.0003058248,0.00006921995,0.00002268998,0.00127472],"genre_scores_gemma":[0.9993036,0.00005951766,0.0002311248,0.0001837637,0.00003675125,2.125249e-7,0.00006200749,0.000002723159,0.0001203436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05017484,"threshold_uncertainty_score":0.8566688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169210108246403,"score_gpt":0.2085897783324611,"score_spread":0.1968976772499971,"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."}}