{"id":"W7037488696","doi":"","title":"Effects of intermittent noise from oil well infrastructure on abundance and nesting success of grassland songbirds","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; Alberta Conservation Association","keywords":"Population; Noise (video); Vegetation (pathology); Nesting season; Noise pollution","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00008537646,0.00018334,0.0001138463,0.0001767809,0.0001813534,0.000348748,0.0001416373,0.0001446004,0.0007330595],"category_scores_gemma":[0.0003060052,0.00009508475,0.0001139773,0.00008523816,0.0002299551,0.00009455652,0.0002534012,0.0001862384,0.00006121568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004139022,"about_ca_system_score_gemma":0.000181474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044951,"about_ca_topic_score_gemma":0.07402001,"domain_scores_codex":[0.999921,0.00001139699,0.000004576616,0.00001788732,0.00002002124,0.00002516697],"domain_scores_gemma":[0.9996302,0.00005576857,0.0001291234,0.00001877581,0.00004624118,0.000119789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001078181,0.0004881483,0.8965276,0.00004413172,0.0001087287,0.0002222209,0.0004743245,0.0005469951,0.09360445,0.00002532677,0.00009000466,0.006789951],"study_design_scores_gemma":[0.000002387205,0.0003092161,0.9987015,0.000001704806,0.000009471176,0.0000147152,0.0001460842,0.0001173396,0.0006608432,0.000003728322,0.00003167061,0.000001453099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998957,0.000008748855,0.00001204232,0.000001870664,4.662481e-7,8.966997e-7,0.00001466076,6.358936e-7,0.00006500285],"genre_scores_gemma":[0.9996725,0.00001794428,0.00004076236,0.000007562316,8.078702e-7,0.000003390331,0.00004991057,5.644637e-7,0.0002065571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02044951,"threshold_uncertainty_score":0.04066098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006150473156322505,"score_gpt":0.1854753448394557,"score_spread":0.1793248716831332,"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."}}