{"id":"W1952797654","doi":"10.1111/1758-2229.12033","title":"The transition from freshwater to marine iron‐oxidizing bacterial lineages along a salinity gradient on the S heepscot R iver, M aine, USA","year":2013,"lang":"en","type":"article","venue":"Environmental Microbiology Reports","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"Office of Naval Research","keywords":"Salinity; Biology; Brackish water; Microbial mat; Population; Ecology; Estuary; Betaproteobacteria; Bacteria; Cyanobacteria; 16S ribosomal RNA; Actinobacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009847843,0.0001675481,0.0001559024,0.0004463726,0.0002422795,0.0003912068,0.0001700119,0.0002445914,0.0005410314],"category_scores_gemma":[0.0002101584,0.000181442,0.0001362679,0.0003568191,0.000265267,0.0001932056,0.0004105621,0.0002070343,0.0001537823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902228,"about_ca_system_score_gemma":0.0001734297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004161823,"about_ca_topic_score_gemma":0.006094231,"domain_scores_codex":[0.9999087,0.000009033743,0.000007666333,0.00003577463,0.00001774377,0.00002110271],"domain_scores_gemma":[0.9998093,0.00002025676,0.00005727524,0.000008256028,0.00005536482,0.00004949471],"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":[0.0003252183,0.00003998192,0.4096078,0.00004156078,0.00003478297,0.0001513099,0.0006458246,0.0001443277,0.5825614,0.0001014291,0.00007113307,0.006275201],"study_design_scores_gemma":[0.000001775406,0.00006443427,0.9961511,0.000003191408,0.000005682756,0.00005527736,0.0001936038,0.0001733255,0.003204094,0.00001630982,0.0001274283,0.000003846506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999625,0.00002503422,0.00006252175,0.000005777067,7.973253e-7,0.000001911674,0.00005110572,0.000001746638,0.0002260993],"genre_scores_gemma":[0.9993827,0.00003034417,0.0001258313,0.00001265908,9.935845e-7,0.000004044944,0.0001461871,0.000001133275,0.000296157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004161823,"threshold_uncertainty_score":0.008275211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006366210212106357,"score_gpt":0.1795425262226384,"score_spread":0.173176316010532,"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."}}