{"id":"W4399652548","doi":"10.3389/fmars.2024.1390489","title":"Tidal effect on environmental DNA communities in Arctic estuarine and marine ecosystems","year":2024,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Fisheries and Oceans Canada","funders":"","keywords":"Environmental DNA; Estuary; Arctic; Marine ecosystem; Biodiversity; Oceanography; Ecosystem; Community structure; Ecology; Environmental science; Climate change; Temporal scales; Biology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002807025,0.0001562799,0.0001525128,0.0007859647,0.0004629293,0.0004788689,0.000179484,0.000149297,0.0007729495],"category_scores_gemma":[0.000810799,0.0001353727,0.000167921,0.0009022107,0.0003496102,0.0002881764,0.0005433215,0.0001237338,0.00009632885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004657022,"about_ca_system_score_gemma":0.0003870401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02386455,"about_ca_topic_score_gemma":0.06870633,"domain_scores_codex":[0.9998148,0.00003797091,0.00001954907,0.00006429877,0.00003189267,0.00003142626],"domain_scores_gemma":[0.9991316,0.0001749281,0.0003477534,0.00004674072,0.0001877421,0.0001111987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008757725,0.00001056941,0.9666373,0.0000444415,0.00006963561,0.00004181946,0.0004722991,0.0002493921,0.02679338,0.00004961857,0.0000486986,0.005495157],"study_design_scores_gemma":[3.273375e-7,0.00001421211,0.9990391,0.000003128501,0.000008094302,0.00001458366,0.0002049236,0.000127486,0.0004346359,0.0000135885,0.0001382311,0.00000175033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998876,0.0001711404,0.0002272506,0.0000103622,0.000001838789,0.000002051664,0.0003591742,0.000004992574,0.0003472719],"genre_scores_gemma":[0.998867,0.00009003371,0.0003625125,0.00001785554,0.000002182554,0.00000481677,0.0004041337,0.000002836125,0.0002487336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02386455,"threshold_uncertainty_score":0.04745126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005196896873014587,"score_gpt":0.1909179290591201,"score_spread":0.1857210321861055,"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."}}