{"id":"W4394807708","doi":"10.5751/ace-02593-190112","title":"Effects of oil and gas development on duck nest survival in the Western Boreal Forest","year":2024,"lang":"en","type":"article","venue":"Avian Conservation and Ecology","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ducks Unlimited Canada; University of Waterloo","funders":"Mitacs; University of Waterloo; Alberta Environment and Parks; Alberta Conservation Association","keywords":"Nest (protein structural motif); Ecology; Taiga; Biome; Habitat; Population; Geography; Boreal; Biology; Ecosystem; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003622574,0.000182589,0.0001105366,0.0003346456,0.0004247595,0.0004960026,0.0002785868,0.0001608831,0.0005160361],"category_scores_gemma":[0.0008798972,0.0001240391,0.0002405766,0.0002995721,0.000392027,0.0002157564,0.0003139051,0.0002517726,0.00006586138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662665,"about_ca_system_score_gemma":0.0007727823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4530182,"about_ca_topic_score_gemma":0.7768047,"domain_scores_codex":[0.9997867,0.00002880247,0.0000134574,0.00006225667,0.00004500056,0.00006371275],"domain_scores_gemma":[0.9990339,0.0001017984,0.0003853755,0.0000467869,0.0001598557,0.000272328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005510926,0.00001267951,0.9979181,0.000004137742,0.00002458727,0.0000329106,0.0001290676,0.00006273325,0.0002407432,0.000007149773,0.00005617096,0.001456621],"study_design_scores_gemma":[3.495457e-7,0.000006590917,0.9998237,0.000001125265,0.000002763177,0.00001271066,0.00007303058,0.00003695779,0.00001072991,0.000001923831,0.00002949838,6.745559e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996192,0.0001023867,0.00001591653,0.00001279808,0.000001838407,0.000001057756,0.0001157275,0.000001675495,0.0001293305],"genre_scores_gemma":[0.9995934,0.00004973761,0.00003638663,0.000009224536,0.00000143822,0.000001457714,0.0001837655,8.707248e-7,0.0001236839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4530182,"threshold_uncertainty_score":0.9007628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198225807141062,"score_gpt":0.2305206633179502,"score_spread":0.2185384052465396,"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."}}