{"id":"W3048331172","doi":"10.1139/as-2019-0024","title":"Are different benthic communities in Arctic delta lakes distinguishable along a hydrological connectivity gradient using a rapid bioassessment approach?","year":2020,"lang":"en","type":"article","venue":"Arctic Science","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Environment and Climate Change Canada; York University","funders":"","keywords":"Benthic zone; Delta; Environmental science; Invertebrate; Ecology; Arctic; River delta; Ordination; Community structure; Benthos; Hydrology (agriculture); Physical geography; Oceanography; Geography; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003989974,0.0001897511,0.0001945994,0.001193678,0.0009391494,0.0006867556,0.0001896972,0.000182255,0.0005181392],"category_scores_gemma":[0.0009601979,0.0001640972,0.0001486731,0.0008543382,0.0004207772,0.000294007,0.0005824369,0.0001422747,0.00007590852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065203,"about_ca_system_score_gemma":0.0009250323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2511219,"about_ca_topic_score_gemma":0.6544669,"domain_scores_codex":[0.999671,0.00006068348,0.00001925464,0.0000686378,0.00007468811,0.0001056968],"domain_scores_gemma":[0.9995344,0.0000475309,0.0001591918,0.00002069114,0.0001416727,0.00009657801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009323134,0.00001786336,0.982366,0.00001758697,0.00004156843,0.00003740675,0.001360735,0.00007756567,0.008629071,0.00003237405,0.00005792875,0.007268624],"study_design_scores_gemma":[6.695195e-7,0.00001910654,0.9989943,0.000002312773,0.000005299506,0.00001371704,0.0006805467,0.00007255648,0.0001187485,0.00000866533,0.00008190228,0.000002113405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994349,0.00006780239,0.0001042769,0.000009916906,9.306688e-7,0.000006419815,0.00008808036,0.000001599093,0.0002859721],"genre_scores_gemma":[0.9991115,0.0000794161,0.0004109821,0.00001595835,0.000001740891,0.00001014956,0.0001785122,0.000001073782,0.000190678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2511219,"threshold_uncertainty_score":0.4993204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07245685665890028,"score_gpt":0.2514617667446377,"score_spread":0.1790049100857374,"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."}}