{"id":"W2134424933","doi":"10.1007/s12237-008-9121-0","title":"Seasonal Variability of Carbon Dioxide in the Rivers and Lagoons of Ivory Coast (West Africa)","year":2008,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Estuary; Environmental science; Carbon dioxide; Oceanography; Ecosystem; Phytoplankton; Pycnocline; Stratification (seeds); Total organic carbon; Hydrology (agriculture); Geology; Nutrient; Ecology; Biology","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":[0.000341224,0.0000847326,0.0001891393,0.0000298776,0.00007296771,0.000008287399,0.00009787084,0.00003688135,0.00004509806],"category_scores_gemma":[0.00004611523,0.00005799072,0.00002352919,0.000136088,0.0003055047,0.00006458959,0.00003304675,0.00008199985,5.752046e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001084567,"about_ca_system_score_gemma":0.00004873305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02188706,"about_ca_topic_score_gemma":0.03724905,"domain_scores_codex":[0.9992591,0.0001097072,0.0001791173,0.0001397216,0.0001733003,0.0001390999],"domain_scores_gemma":[0.999457,0.0002811431,0.00006873686,0.0001211811,0.00002462372,0.00004731485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004491112,0.00002436938,0.9911967,0.00004955346,0.000007916757,0.00001047717,0.002232858,0.00003100425,0.00001380256,0.0002974986,0.00004532278,0.006045574],"study_design_scores_gemma":[0.0002189235,0.0001385084,0.9958028,0.00001627104,0.000009249991,0.00003640365,0.00138287,0.0008963043,0.00001757648,0.0004520638,0.0009613869,0.0000676784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875585,0.000399106,0.000005926371,0.0001008245,0.00004393894,0.00009585255,0.00005122454,0.000004580423,0.01174007],"genre_scores_gemma":[0.9997164,0.0001369886,0.0000354777,0.00001871734,0.00002020589,0.000001029935,0.000008234993,0.000001259227,0.0000616938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01536199,"threshold_uncertainty_score":0.9846263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275300287911394,"score_gpt":0.18122066604322,"score_spread":0.1684676631641061,"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."}}