{"id":"W3119866431","doi":"10.1007/s10750-020-04498-2","title":"Categorizing the influences of two large seabird colonies on island freshwater ecosystems in the Northwest Atlantic Ocean","year":2021,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; Queen's University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Seabird; Biota; Ecosystem; Aquatic ecosystem; Ecology; Lake ecosystem; Marine ecosystem; Environmental science; Nutrient; Limnology; Food web; Freshwater ecosystem; Oceanography; Biology; Geology","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":[0.0006386836,0.0002200969,0.0002957312,0.001307787,0.0006638328,0.001121659,0.0003581617,0.0003226391,0.001057163],"category_scores_gemma":[0.001772737,0.0002034346,0.0003280884,0.0009541602,0.0009395691,0.0004456473,0.001362719,0.0003158293,0.0001011577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129366,"about_ca_system_score_gemma":0.0007354271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1045196,"about_ca_topic_score_gemma":0.4015578,"domain_scores_codex":[0.9996282,0.0001030205,0.00002874522,0.00006672702,0.0000741732,0.00009915992],"domain_scores_gemma":[0.9979033,0.0006737054,0.0005190746,0.000106006,0.0002811178,0.0005167822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007622103,0.00001613591,0.9956572,0.000006410277,0.0000633856,0.00005155282,0.0005263169,0.00006626866,0.001488515,0.00002732253,0.00003760759,0.001983115],"study_design_scores_gemma":[8.222884e-7,0.000007840142,0.9987234,0.000002651553,0.00001009369,0.00001224681,0.001087974,0.00005705285,0.00003490249,0.000005562139,0.00005608595,0.000001314758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996589,0.00003009072,0.00001562063,0.00001018496,0.000001050345,0.000001139918,0.00003122182,5.803812e-7,0.0002511611],"genre_scores_gemma":[0.999749,0.00003487904,0.00004195524,0.000008443328,0.000001258162,0.000001703852,0.00007387499,0.000001451187,0.0000873942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1045196,"threshold_uncertainty_score":0.2078224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009691089808516119,"score_gpt":0.2335002331906274,"score_spread":0.2238091433821112,"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."}}