{"id":"W4211185670","doi":"10.1111/mms.12911","title":"A practical guide on stable isotope analysis for cetacean research","year":2022,"lang":"en","type":"article","venue":"Marine Mammal Science","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Trophic level; Isotope analysis; Stable isotope ratio; Context (archaeology); Ecology; Foraging; Computer science; Biology","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":[0.009400367,0.002345217,0.001846475,0.006928722,0.001098449,0.002254603,0.003484876,0.00502212,0.03089903],"category_scores_gemma":[0.01981757,0.001616598,0.001476055,0.00446873,0.001884173,0.004240514,0.0023349,0.006367235,0.04723023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009605711,"about_ca_system_score_gemma":0.003615342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002422463,"about_ca_topic_score_gemma":0.00589913,"domain_scores_codex":[0.9956141,0.001705412,0.0008388072,0.0004655345,0.001257401,0.0001188214],"domain_scores_gemma":[0.985431,0.00699016,0.0009444774,0.001118361,0.004972193,0.0005438774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008960934,0.0001407872,0.0007009896,0.003531953,0.00005956598,0.0009719403,0.000409955,0.0007937687,0.00622271,0.0166149,0.6071628,0.3633011],"study_design_scores_gemma":[0.00001442212,0.00005808934,0.0004409488,0.001087739,0.00001506173,0.0007092385,0.00009290515,0.000370867,0.0007012183,0.009446396,0.9870237,0.00003930469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002044925,0.1827542,0.608918,0.05627856,0.03220784,0.003242323,0.01122814,0.01109057,0.09223546],"genre_scores_gemma":[0.003951542,0.09107915,0.7973327,0.021473,0.007317726,0.003347849,0.004998853,0.002508165,0.06799105],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03089903,"threshold_uncertainty_score":0.1033675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05546313000410971,"score_gpt":0.3710540914777016,"score_spread":0.3155909614735919,"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."}}