{"id":"W2041775464","doi":"10.5194/bg-5-1101-2008","title":"Calcite production by coccolithophores in the south east Pacific Ocean","year":2008,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; Agence Nationale de la Recherche; European Space Agency; National Aeronautics and Space Administration","keywords":"Coccolith; Emiliania huxleyi; Oceanography; Calcite; Photic zone; Coccolithophore; Upwelling; Geology; Carbonate; Benthic zone; Biological pump; Phytoplankton; Mineralogy; Biology; Chemistry; Ecology; Nutrient","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":[0.0005314071,0.00009884664,0.00009876215,0.00008262732,0.0003520398,0.00007631547,0.0003514324,0.00003156502,0.0001618349],"category_scores_gemma":[0.00005707962,0.00005643726,0.00003315849,0.0007287494,0.0002566312,0.0002253671,0.00001034116,0.00007860154,0.00009874359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002234571,"about_ca_system_score_gemma":0.00005054956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385878,"about_ca_topic_score_gemma":0.005813593,"domain_scores_codex":[0.998781,0.0000994548,0.0001697988,0.000294101,0.0003733482,0.0002823503],"domain_scores_gemma":[0.9996585,0.0000374968,0.00006071193,0.0001661088,0.00001885429,0.00005836077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000757356,0.00001453988,0.988839,0.000004301095,7.880747e-7,0.000008605093,0.001626073,0.00001079065,0.00002073122,0.00001250765,0.005567096,0.003887991],"study_design_scores_gemma":[0.00008862515,0.0001263229,0.9412606,0.000009469573,0.000002540486,0.0001051982,0.007889193,0.0008876655,0.00007369195,0.000101879,0.04928463,0.0001701885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986282,0.0003744862,0.000004565617,0.0006087775,0.0004381689,0.0001829299,0.00008541813,0.00002410445,0.01199959],"genre_scores_gemma":[0.9986538,0.00005806118,0.00002092248,0.000107794,0.0001220195,0.000001433116,0.00003552724,0.000001149115,0.0009992607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04757841,"threshold_uncertainty_score":0.992708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792292474414799,"score_gpt":0.1903563835520493,"score_spread":0.1724334588079013,"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."}}