{"id":"W2750987581","doi":"10.1002/jwmg.21322","title":"Predicting waterbird nest distributions on the Yukon–Kuskokwim Delta of Alaska","year":2017,"lang":"en","type":"article","venue":"Journal of Wildlife Management","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service","keywords":"Nest (protein structural motif); Eider; Anatidae; Delta; Flyway; Aythya; Ecology; Goose; Waterfowl; Habitat; Geography; Bird nest; Fishery; Biology; Predation","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":[0.0003219223,0.0002317143,0.0001773708,0.0007174819,0.000321794,0.0005781022,0.0003486396,0.000269444,0.000743428],"category_scores_gemma":[0.0007803166,0.0002004119,0.0003838086,0.0005271424,0.0001588561,0.0003679128,0.0003777229,0.0001617042,0.0001623748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008183468,"about_ca_system_score_gemma":0.0007727985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1841643,"about_ca_topic_score_gemma":0.3077722,"domain_scores_codex":[0.9999007,0.00001750872,0.000008344516,0.00004171386,0.00001344312,0.00001830045],"domain_scores_gemma":[0.9996984,0.00008597644,0.0000775267,0.00002201573,0.00008025081,0.00003586042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002855607,0.00001974026,0.9596223,0.00001397242,0.00006333218,0.00004865833,0.00007069927,0.03650372,0.0002858238,0.00005418856,0.0002125444,0.003076485],"study_design_scores_gemma":[0.00001021141,0.00003341987,0.832148,0.00004320161,0.00005317296,0.00006091318,0.0008121866,0.1655593,0.000362074,0.000220884,0.0006804841,0.00001618271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988499,0.00004070436,0.0003510772,0.000009773033,0.000001697751,0.00000259686,0.0005230045,0.000014382,0.0002067717],"genre_scores_gemma":[0.9986884,0.00002839841,0.0004180042,0.000003415935,7.343534e-7,0.000003369094,0.0007299441,0.000002140326,0.0001255767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1841643,"threshold_uncertainty_score":0.3661848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175097410564856,"score_gpt":0.2283167881822722,"score_spread":0.2165658140766236,"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."}}