{"id":"W2291254777","doi":"10.1002/jwmg.1030","title":"Population dynamics of mallards breeding in eastern Washington","year":2016,"lang":"en","type":"article","venue":"Journal of Wildlife Management","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ducks Unlimited Canada","funders":"","keywords":"Brood; Nest (protein structural motif); Population; Demography; Vital rates; Seasonal breeder; Fledge; Biology; Population growth; Demographics; Ecology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003003308,0.0001025817,0.0001318616,0.000491626,0.0001967187,0.0003500811,0.0002054546,0.000155313,0.0006524234],"category_scores_gemma":[0.0006255559,0.0001208962,0.0001706473,0.0002229941,0.0001456174,0.0002226848,0.0002408683,0.000162697,0.00009204479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004716471,"about_ca_system_score_gemma":0.000158818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02325373,"about_ca_topic_score_gemma":0.06325001,"domain_scores_codex":[0.9999118,0.00002243338,0.000007518743,0.00003401398,0.00001065488,0.0000136533],"domain_scores_gemma":[0.99962,0.0001008627,0.0001357604,0.00003239242,0.00005367573,0.00005739041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004211238,0.00002461614,0.9951054,0.000005040579,0.00004285882,0.00003623197,0.0001240774,0.0006888217,0.001182251,0.0000524954,0.00006652273,0.002629479],"study_design_scores_gemma":[0.000003777314,0.00005735136,0.9946724,0.000007852428,0.00002010561,0.00005845881,0.0003217379,0.0044014,0.000184611,0.00003571288,0.0002327653,0.000004009136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997272,0.00001539523,0.00007511117,0.000005569147,4.657367e-7,0.000001544704,0.00003662173,0.000003189998,0.000134789],"genre_scores_gemma":[0.9995885,0.00001595117,0.0001436604,0.000005011186,8.732502e-7,0.000002241541,0.00008033741,8.691972e-7,0.0001624926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02325373,"threshold_uncertainty_score":0.04623675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156732178440789,"score_gpt":0.2364768447481745,"score_spread":0.2249095229637667,"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."}}