{"id":"W4387639014","doi":"10.1002/wlb3.01099","title":"Evaluation of breeding distribution and chronology of North American scoters","year":2023,"lang":"en","type":"article","venue":"Wildlife Biology","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Cégep de Baie-Comeau; Environment and Climate Change Canada","funders":"U.S. Fish and Wildlife Service; Bureau of Ocean Energy Management; U.S. Geological Survey; Environment and Climate Change Canada; U.S. Department of Energy","keywords":"Waterfowl; Ecology; Geography; Seabird; Population; Abundance (ecology); Breeding bird survey; Biology; Habitat; Fishery; Predation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000421498,0.00004839318,0.0001244587,0.00002602044,0.00003217393,5.271232e-7,0.00006460238,0.00004249402,0.00008456972],"category_scores_gemma":[0.00009230839,0.00004368733,0.00001643254,0.0002220839,0.0008922757,0.00002961799,0.00008532342,0.00004101589,0.00002147841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005121552,"about_ca_system_score_gemma":0.00001212012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008721893,"about_ca_topic_score_gemma":0.0004701156,"domain_scores_codex":[0.9994064,0.0001094434,0.0001351388,0.0001440466,0.00007567497,0.0001293124],"domain_scores_gemma":[0.9997289,0.00003904738,0.0001172263,0.00007729273,0.00001408055,0.0000234792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000652569,0.00001469124,0.9469341,0.000001393109,0.000006196724,2.013888e-7,0.00004026753,0.00005111509,0.002971463,0.00001364011,0.0002379015,0.04972252],"study_design_scores_gemma":[0.0001668402,0.0002473981,0.9985163,0.000001405233,0.00003774931,0.000002120221,0.00003007626,0.0003288233,0.0003258922,0.00006834089,0.0002349971,0.00004012328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999405,0.000006562937,0.00007132826,0.0002522399,0.00007650212,0.00009364109,0.00002549016,0.00001330113,0.00005590824],"genre_scores_gemma":[0.9997647,0.00002040066,0.00004480994,0.00004594694,0.00001108636,0.000008712225,0.00009376781,0.000001862356,0.000008691496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05158215,"threshold_uncertainty_score":0.3287627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722823879832661,"score_gpt":0.2864335496439376,"score_spread":0.2592053108456109,"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."}}