{"id":"W3026597916","doi":"10.1038/s41598-020-65557-1","title":"Seasonal and spatial dynamics of the planktonic trophic biomarkers in the Strait of Georgia (northeast Pacific) and implications for fish","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tula Foundation; University of British Columbia; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Hakai Institute; Natural Sciences and Engineering Research Council of Canada; Pacific Salmon Foundation; Mitacs","keywords":"Trophic level; Food web; Herring; Zooplankton; Plankton; Flagellate; Predation; Biology; Fishery; Forage fish; Rockfish; Ecology; Environmental science; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001463795,0.0001424279,0.0001306306,0.0009873224,0.0003897343,0.000373198,0.0002712283,0.0002294929,0.0005354171],"category_scores_gemma":[0.0004061673,0.000150603,0.0001499474,0.001357921,0.0004304426,0.0001816303,0.0004541615,0.0001470223,0.0001248288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833827,"about_ca_system_score_gemma":0.001590351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6354187,"about_ca_topic_score_gemma":0.867734,"domain_scores_codex":[0.9999225,0.000009426492,0.000006792141,0.00002271764,0.00001467598,0.00002388406],"domain_scores_gemma":[0.9997417,0.00002168291,0.00008694208,0.0000118399,0.00008471767,0.00005301325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000515427,0.00001245473,0.9870954,0.00003894549,0.00003927554,0.0001103275,0.0008609018,0.000250733,0.004764067,0.0000690215,0.0002838254,0.00642362],"study_design_scores_gemma":[4.428826e-7,0.000004095021,0.9993556,0.000003946022,0.000003459846,0.00001827335,0.0003528763,0.00009821631,0.00002614446,0.000007054122,0.0001282252,0.000001693567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992269,0.000100036,0.00004002329,0.00004169856,0.000001635493,0.000003041208,0.0002234358,0.000004721096,0.0003584035],"genre_scores_gemma":[0.9992378,0.00008505365,0.0001470451,0.00001778104,0.000001067258,0.000003931255,0.0002340152,0.000001968286,0.0002713648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3645813,"threshold_uncertainty_score":0.7334569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009091703230874625,"score_gpt":0.2173328832682893,"score_spread":0.2082411800374146,"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."}}