{"id":"W2594376132","doi":"10.1002/wsb.739","title":"Complexity of factors affecting bobolink population dynamics communicated with directed acyclic graphs","year":2017,"lang":"en","type":"article","venue":"Wildlife Society Bulletin","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Natural Resources and Forestry","keywords":"Incentive; Wildlife; Stakeholder; Habitat; Population; Ecology; Directed acyclic graph; Business; Environmental resource management; Geography; Marketing; Economics; Biology; Public relations; Political science; Computer science; Microeconomics; Sociology; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001751344,0.0002580281,0.0002704934,0.001984191,0.0004843255,0.001585894,0.0004225624,0.0004455222,0.003607706],"category_scores_gemma":[0.02110536,0.0002027825,0.0003556969,0.001827695,0.0005837637,0.001926484,0.000685787,0.0005155268,0.0001728594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282702,"about_ca_system_score_gemma":0.0007494389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018412,"about_ca_topic_score_gemma":0.01457238,"domain_scores_codex":[0.9986269,0.0007958259,0.00008764923,0.0002665871,0.0001322275,0.00009072505],"domain_scores_gemma":[0.9658203,0.02824872,0.003628969,0.0009139136,0.001030683,0.0003574682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004687317,0.0002854956,0.5610549,0.001341377,0.0005711424,0.001318938,0.005454857,0.2255967,0.006030576,0.07648525,0.006212716,0.1151792],"study_design_scores_gemma":[0.00006696383,0.0002757522,0.2701516,0.0004150852,0.0004813232,0.000641633,0.008243576,0.4429882,0.002807808,0.2469532,0.02683382,0.0001409502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160396,0.0005579202,0.06623281,0.001744739,0.00004852556,0.000150541,0.003720399,0.000322133,0.01118335],"genre_scores_gemma":[0.9922781,0.0001466598,0.006617181,0.00004915909,0.000007896291,0.00003106394,0.0005007159,0.000007695886,0.0003615358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01018412,"threshold_uncertainty_score":0.02024966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536552719816403,"score_gpt":0.2574918428788857,"score_spread":0.2321263156807216,"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."}}