{"id":"W3177780735","doi":"10.1101/2021.07.10.451926","title":"Application of stable isotopes to study movement ecology and diet variation in a migratory songbird","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Songbird; Ecology; Trophic level; Feather; Biology; δ13C; Isotope analysis; Zoology; Stable isotope ratio; δ15N","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004126057,0.0001745072,0.0001475911,0.0004695321,0.0002909267,0.0002840721,0.0002146027,0.0002201168,0.0001987731],"category_scores_gemma":[0.0006222388,0.0001916163,0.0001842337,0.0003969561,0.0001691944,0.000176809,0.0001666957,0.0001635589,0.00004200168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00060105,"about_ca_system_score_gemma":0.0003709783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03564312,"about_ca_topic_score_gemma":0.09496618,"domain_scores_codex":[0.9998989,0.00002810919,0.000005643625,0.00004501484,0.00001358712,0.000008782848],"domain_scores_gemma":[0.9998264,0.00006493837,0.00005303377,0.00001196532,0.00002577641,0.00001798229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001042603,0.00006315378,0.9467118,0.00002215009,0.0001473671,0.00003376515,0.0001977777,0.007987725,0.02935161,0.000191437,0.00005318539,0.0151358],"study_design_scores_gemma":[0.000008671747,0.000103656,0.9542341,0.000006736023,0.00004573847,0.00005367223,0.0002250159,0.04188864,0.002852261,0.0002404377,0.0003272242,0.00001385001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963612,0.00005146853,0.003178678,0.00001437574,0.000001529867,0.000008770816,0.0001284321,0.000009899039,0.0002456012],"genre_scores_gemma":[0.9923929,0.0000565458,0.007253296,0.00001592623,0.000002251697,0.00001384792,0.0001289307,0.000004345068,0.0001319929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03564312,"threshold_uncertainty_score":0.07087135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008335624537791762,"score_gpt":0.2139174767160559,"score_spread":0.2055818521782641,"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."}}