{"id":"W4311560503","doi":"10.3354/esr01213","title":"Increased abundance and range expansion of harlequin ducks Histrionicus histrionicus wintering in Eastern Canada","year":2022,"lang":"en","type":"article","venue":"Endangered Species Research","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ducks Unlimited Canada; Environment and Climate Change Canada; Acadia University","funders":"Environment and Climate Change Canada","keywords":"Abundance (ecology); Geography; Range (aeronautics); Endangered species; Population; Fishery; Distribution (mathematics); Ecology; Habitat; Biology; Demography","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":[0.0003220918,0.0001630652,0.0001502732,0.0009728359,0.0007503547,0.0008342365,0.0003889066,0.0001897069,0.0007680605],"category_scores_gemma":[0.0007018841,0.0001261938,0.0001922321,0.001467353,0.0007177441,0.0003436468,0.000334824,0.0003274713,0.00007045844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006186971,"about_ca_system_score_gemma":0.006089109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9617337,"about_ca_topic_score_gemma":0.9873209,"domain_scores_codex":[0.9997397,0.00001799367,0.00001420695,0.00007353207,0.00007386254,0.00008071975],"domain_scores_gemma":[0.9989192,0.00005850876,0.0002257548,0.00003518763,0.0005513707,0.0002099704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003747173,0.000009183009,0.9884698,0.00004507375,0.00004379428,0.0001315809,0.0008329549,0.0002040588,0.0009892038,0.00008272989,0.0005610237,0.008593053],"study_design_scores_gemma":[9.51019e-7,0.000004923868,0.9987748,0.00001012856,0.000005844139,0.00003923942,0.0005874479,0.00009247062,0.00003495415,0.000006863577,0.0004401634,0.000002095024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967707,0.001011776,0.00009303416,0.0001772858,0.000007902468,0.000006337753,0.0006691414,0.00001033265,0.001253468],"genre_scores_gemma":[0.9986205,0.0005451053,0.00009303079,0.00005978933,0.000003738312,0.000002419487,0.0003191875,0.000001932201,0.0003542183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0382663,"threshold_uncertainty_score":0.07698327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396280992124873,"score_gpt":0.2807596682498519,"score_spread":0.2411315690373646,"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."}}