{"id":"W4402326881","doi":"10.1093/ornithapp/duae048","title":"<i>Anas platyrhynchos</i> (Mallard) has been replacing <i>Anas rubripes</i> (American Black Duck) in human-altered landscapes in Ontario, 1996 to 2019","year":2024,"lang":"en","type":"article","venue":"Ornithological applications","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories; University of Waterloo; Fisheries and Oceans Canada; Environment and Climate Change Canada","funders":"","keywords":"Anas; Biology; Zoology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001457611,0.0001132042,0.0001232563,0.0005238094,0.0007413162,0.0004471099,0.0003132576,0.0001014159,0.001123638],"category_scores_gemma":[0.0004013905,0.0001079195,0.0001615624,0.0006352697,0.0004987289,0.0001936885,0.0003052369,0.0001412993,0.0001229389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003457106,"about_ca_system_score_gemma":0.001760327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8119905,"about_ca_topic_score_gemma":0.968964,"domain_scores_codex":[0.9998223,0.0000129908,0.0000121676,0.00004348332,0.00005853708,0.00005058513],"domain_scores_gemma":[0.9994439,0.00002200803,0.0002630834,0.00002101908,0.0001508364,0.00009911025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003371192,0.00001101635,0.9914034,0.00003085948,0.00003047855,0.0001279925,0.0006498282,0.00005849787,0.002575566,0.00003062385,0.0002847406,0.004763342],"study_design_scores_gemma":[4.314984e-7,0.000004208977,0.9993767,0.000002255455,0.000002990041,0.00002296451,0.0002485574,0.00002549264,0.00003890966,0.000001409969,0.0002756253,5.130782e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985749,0.0001073511,0.00003370094,0.00003454037,0.000002464517,0.000005195278,0.0003425202,0.000003231351,0.0008961676],"genre_scores_gemma":[0.9990392,0.00009580883,0.00007402227,0.00001325921,0.000001890324,0.00000387944,0.000230575,0.000001070268,0.0005403726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1880095,"threshold_uncertainty_score":0.3782334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441373256053079,"score_gpt":0.2468172949414539,"score_spread":0.2324035623809231,"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."}}