{"id":"W2963540106","doi":"10.1111/mec.15184","title":"Amazon fish bacterial communities show structural convergence along widespread hydrochemical gradients","year":2019,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Instituto Chico Mendes de Conservação da Biodiversidade; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Instituto Nacional de Pesquisas da Amazônia; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fonds de recherche du Québec – Nature et technologies; Université Laval","keywords":"Biology; Amazon rainforest; Fish <Actinopterygii>; Convergence (economics); Ecology; Fishery","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":[0.0001185955,0.0001481111,0.000156762,0.0003879255,0.0002480725,0.0003302557,0.0001449689,0.0001875512,0.0009165425],"category_scores_gemma":[0.000245417,0.0001609087,0.0001350498,0.0002808347,0.0003078839,0.0001934419,0.0003904614,0.0001510497,0.0001170148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685407,"about_ca_system_score_gemma":0.000141039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004748583,"about_ca_topic_score_gemma":0.007644868,"domain_scores_codex":[0.9998714,0.00001323707,0.00001024568,0.00005068212,0.00002317597,0.00003135771],"domain_scores_gemma":[0.9998092,0.0000179953,0.00008342761,0.00001562408,0.00003924459,0.00003452678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000223173,0.00002595406,0.205824,0.00005818672,0.000032684,0.00009097072,0.0006236327,0.00005925191,0.7891744,0.00007495574,0.00003392617,0.00377892],"study_design_scores_gemma":[0.000003809582,0.0001066891,0.9896287,0.00000549472,0.00001271226,0.0001243152,0.0004996715,0.0002176436,0.009073178,0.00003839035,0.0002851812,0.00000434841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995726,0.00004927329,0.0001207445,0.000009018941,6.845291e-7,0.000002490925,0.00007619736,0.000003294396,0.0001655843],"genre_scores_gemma":[0.9995653,0.00002717308,0.00021476,0.000009912904,7.110645e-7,0.00000394804,0.0000763666,0.000001461523,0.0001003431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004748583,"threshold_uncertainty_score":0.009441912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005605699550449097,"score_gpt":0.2040987493719565,"score_spread":0.1984930498215075,"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."}}