{"id":"W2170634409","doi":"10.2193/2007-039","title":"Population Dynamics of Breeding Mallards in the Great Lakes States","year":2008,"lang":"en","type":"article","venue":"Journal of Wildlife Management","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ducks Unlimited Canada","funders":"","keywords":"Anas; Vital rates; Population; Biology; Population model; Nest (protein structural motif); Population growth; Ecology; Seasonal breeder; Demography","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":[0.0002944073,0.0001023714,0.00009715356,0.00029567,0.000191603,0.0003418504,0.0002084404,0.0001673646,0.000588304],"category_scores_gemma":[0.0006186506,0.0001194151,0.0001701209,0.0001541489,0.0001978098,0.0002145332,0.0003274578,0.0001304859,0.00006105343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006790439,"about_ca_system_score_gemma":0.0002866676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03381685,"about_ca_topic_score_gemma":0.06237274,"domain_scores_codex":[0.9999151,0.00003071666,0.000005346545,0.00002250988,0.00001448688,0.00001170402],"domain_scores_gemma":[0.999745,0.00006781314,0.00007843997,0.00001762861,0.00004006505,0.00005108564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006575531,0.00003757535,0.9851078,0.0000119864,0.0000961939,0.0001102872,0.0004614096,0.007713922,0.002449606,0.0001715995,0.0001989052,0.003574957],"study_design_scores_gemma":[0.000007968112,0.00007801446,0.9632197,0.000006203336,0.00002378326,0.00007987639,0.0002686658,0.03557161,0.0002863595,0.0001291829,0.0003219848,0.000006696202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997059,0.000009624674,0.0001330625,0.00001282966,3.801753e-7,0.000001879752,0.00002898882,0.000005231628,0.0001020772],"genre_scores_gemma":[0.9997236,0.000009282856,0.0001148344,0.000005758857,5.723959e-7,0.000002469989,0.00005234798,8.258843e-7,0.00009023905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03381685,"threshold_uncertainty_score":0.06724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452456448837743,"score_gpt":0.2341556047966316,"score_spread":0.2196310403082541,"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."}}