{"id":"W3135741166","doi":"10.1101/2021.03.09.434501","title":"Insights into the controls on metabolite distributions along a latitudinal transect of the western Atlantic Ocean","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia; University of British Columbia; University of Alberta","funders":"Office of Science; Canadian Institute for Advanced Research; Natural Sciences and Engineering Research Council of Canada; Woods Hole Oceanographic Institution; Gordon and Betty Moore Foundation; U.S. Department of Energy; National Science Foundation","keywords":"Metabolite; Photic zone; Transect; Dissolved organic carbon; Prochlorococcus; Environmental chemistry; Particulates; Seawater; Biology; Population; Ecology; Chemistry; Synechococcus; Biochemistry; Phytoplankton; Nutrient; Cyanobacteria; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001889538,0.0001881848,0.0001459239,0.0006336645,0.0003239129,0.0004190855,0.0001299529,0.0001946087,0.0007482443],"category_scores_gemma":[0.0002691944,0.0001300606,0.0001837718,0.0005647668,0.0002090626,0.0001815884,0.0003998755,0.000171654,0.0001162625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002673331,"about_ca_system_score_gemma":0.000271683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03729911,"about_ca_topic_score_gemma":0.07439495,"domain_scores_codex":[0.9999076,0.00001372026,0.000005927564,0.00004455971,0.00001416687,0.00001391702],"domain_scores_gemma":[0.9996825,0.00004120624,0.0001052971,0.00002374694,0.00009823683,0.00004903326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003255745,0.00003876203,0.6859517,0.00004102884,0.0001378426,0.00008910918,0.0007145896,0.0003762619,0.3051826,0.0001557342,0.0001741756,0.006812662],"study_design_scores_gemma":[0.000001689614,0.00001075309,0.9985017,0.000002047446,0.000009545297,0.0000110956,0.000131037,0.0002135907,0.0009287427,0.00001043225,0.0001769284,0.000002532484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989801,0.00006892287,0.0002069992,0.00001932375,0.00000246835,0.000002227048,0.0002875483,0.000005208233,0.0004271682],"genre_scores_gemma":[0.9990779,0.00004192144,0.000272551,0.00002445881,0.000002153374,0.000004117736,0.0003238858,0.000004991669,0.000247923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03729911,"threshold_uncertainty_score":0.07416397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099315141843786,"score_gpt":0.2075920715826838,"score_spread":0.196598920164246,"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."}}