{"id":"W605170280","doi":"10.1073/pnas.1424279112","title":"Light-driven synchrony of <i>Prochlorococcus</i> growth and mortality in the subtropical Pacific gyre","year":2015,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Gordon and Betty Moore Foundation; David and Lucile Packard Foundation; National Science Foundation","keywords":"Prochlorococcus; Ocean gyre; Food web; Biogeochemistry; Biology; Ecosystem; Subtropics; Ecology; Phytoplankton; Oceanography; Environmental science; Cyanobacteria; Nutrient; Synechococcus; Geology","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":[0.001236159,0.00007263616,0.0001529739,0.0000795175,0.00007472784,0.00002417483,0.0006303728,0.00005195917,0.00001244176],"category_scores_gemma":[0.0002474677,0.00003739255,0.00003730777,0.0005781082,0.0003837466,0.0003499857,0.00005080325,0.0001216936,8.970089e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002930231,"about_ca_system_score_gemma":0.00004076196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003642126,"about_ca_topic_score_gemma":0.00002393641,"domain_scores_codex":[0.9984172,0.00001629181,0.0002983623,0.0001685814,0.0009738865,0.0001256626],"domain_scores_gemma":[0.9994749,0.0001025683,0.0002512839,0.000009406935,0.0001212253,0.00004058287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000124616,0.0000187227,0.9883543,0.00008613667,0.000005198726,1.761772e-8,0.0004230075,0.00003165193,0.00198629,0.008506832,0.0002997149,0.0002756263],"study_design_scores_gemma":[0.0001598608,0.0001028931,0.9624695,0.00004861271,0.000008210003,0.00001075231,0.001425956,0.002025674,0.006689243,0.0267812,0.0002115701,0.00006650163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635883,0.000140361,2.291003e-7,0.001738019,0.00001656862,0.0001488939,0.00001759478,0.000003292518,0.03434677],"genre_scores_gemma":[0.9997249,0.0000235502,0.00008929335,0.00009322647,0.00004887895,0.000001734234,2.895467e-7,7.245962e-7,0.00001740951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03613663,"threshold_uncertainty_score":0.1524824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03459307074663602,"score_gpt":0.2536983248185337,"score_spread":0.2191052540718976,"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."}}