{"id":"W2138985615","doi":"10.1126/science.1122692","title":"Oceanographic Basis of the Global Surface Distribution of <i>Prochlorococcus</i> Ecotypes","year":2006,"lang":"en","type":"article","venue":"Science","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Dalhousie University","funders":"Natural Environment Research Council","keywords":"Prochlorococcus; Ecotype; Southern Hemisphere; Ocean gyre; Biology; Ecology; Subtropics; Population; Oceanography; Geology; Paleontology; Synechococcus; Cyanobacteria","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":[],"consensus_categories":[],"category_scores_codex":[0.0003546614,0.00005290159,0.00008297408,0.000006220878,0.0002277602,0.000003730288,0.0006585404,0.00003543691,0.0002436544],"category_scores_gemma":[0.00003644184,0.00003754207,0.00004322304,0.000959243,0.002464456,0.0001055709,0.0003251294,0.00006225985,0.00001726202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005088361,"about_ca_system_score_gemma":0.00003071764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006641809,"about_ca_topic_score_gemma":0.001422494,"domain_scores_codex":[0.9993734,0.00006067532,0.0001322846,0.0001295132,0.0001391951,0.0001648888],"domain_scores_gemma":[0.9995531,0.00003196337,0.0001021333,0.0002747501,0.00001871046,0.00001935009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001019443,0.00008113001,0.7773685,0.00000515575,0.000001307359,6.750984e-8,0.00003400639,0.001604856,0.217476,0.002021486,0.001269231,0.00012811],"study_design_scores_gemma":[0.00005855084,0.00003098245,0.9137044,0.0000041079,0.000004324576,0.000001402102,0.00001458882,0.00005383418,0.07763872,0.007124028,0.001321231,0.00004381754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960983,0.00002193802,0.00004124866,0.0001174037,0.0001269132,0.00007359999,0.00004220982,0.000006131627,0.003472186],"genre_scores_gemma":[0.9998252,0.000003713867,0.0000768598,0.00004501687,0.000003916851,4.550959e-7,0.000004480268,9.40434e-7,0.00003935918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1398372,"threshold_uncertainty_score":0.9080389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003347463982632063,"score_gpt":0.1967390042429772,"score_spread":0.1933915402603452,"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."}}