{"id":"W4377011551","doi":"10.1128/spectrum.04793-22","title":"Bacterioplankton Communities in Dissolved Organic Carbon-Rich Amazonian Black Water","year":2023,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Global Affairs Canada; Fundação de Amparo à Pesquisa do Estado do Amazonas; National Geographic Society; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Mitacs; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Government of Canada","keywords":"Bacterioplankton; Dissolved organic carbon; Amazonian; Ecology; Biology; Carbon cycle; Environmental chemistry; Phytoplankton; Chemistry; Amazon rainforest; Nutrient; Ecosystem","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":[0.0001290309,0.0002053281,0.000236714,0.0006274105,0.0003878324,0.0004274962,0.0001306355,0.0001799158,0.0003599111],"category_scores_gemma":[0.0003648105,0.0001465455,0.0001528731,0.0005031881,0.0002788584,0.0003162044,0.0004127509,0.0001209168,0.00006842365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003033437,"about_ca_system_score_gemma":0.0002037488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012038,"about_ca_topic_score_gemma":0.01927396,"domain_scores_codex":[0.9998565,0.00001729257,0.00001065603,0.00005916297,0.00002521673,0.00003114632],"domain_scores_gemma":[0.9998595,0.00001784458,0.0000515914,0.000007220865,0.0000320598,0.00003178836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002129636,0.00005032508,0.7447916,0.00006021803,0.00004975112,0.00008379755,0.002127497,0.0001155216,0.2449498,0.00004288724,0.0000329109,0.007482843],"study_design_scores_gemma":[0.000002008772,0.00004117121,0.9967224,0.000003106914,0.00000996696,0.00004445942,0.0004349802,0.0003440394,0.002244012,0.00001832755,0.0001327765,0.000002782984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997815,0.00004986995,0.00004452368,0.000002696335,2.857118e-7,0.000001882715,0.0000568486,9.491176e-7,0.00006143318],"genre_scores_gemma":[0.9995524,0.00004995538,0.0001667363,0.000006763228,0.000001128364,0.000004293192,0.0001306143,0.000001075488,0.00008704873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01012038,"threshold_uncertainty_score":0.02012289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008903636402791886,"score_gpt":0.2024465132617025,"score_spread":0.1935428768589106,"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."}}