{"id":"W2157498908","doi":"10.1371/journal.pone.0034025","title":"An Estimate of Avian Mortality at Communication Towers in the United States and Canada","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Mortality rate; Demography; Sampling (signal processing); Regression analysis; Regression; Biosecurity; Tower; Statistics; Geography; Ecology; Biology; Mathematics; Computer science; Telecommunications; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008107098,0.0003467764,0.0003191345,0.003748427,0.001267267,0.000738946,0.0008520323,0.0001863222,0.001362234],"category_scores_gemma":[0.003372257,0.0001865072,0.0004797369,0.003656126,0.0002098475,0.0003816672,0.0004735809,0.0003434594,0.0001673313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01476775,"about_ca_system_score_gemma":0.01101374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9884525,"about_ca_topic_score_gemma":0.9924955,"domain_scores_codex":[0.9992829,0.0000617886,0.00005212011,0.0001047416,0.0003962792,0.0001020774],"domain_scores_gemma":[0.9966941,0.0002530734,0.0003996155,0.0000809199,0.002346801,0.0002255654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007025413,0.00002215287,0.9534729,0.0001358398,0.0002666588,0.000131388,0.0005562244,0.004000172,0.0004565701,0.0008685186,0.008159437,0.0318599],"study_design_scores_gemma":[0.000006913913,0.00001799994,0.9910948,0.00007959963,0.00007565997,0.00007709127,0.0005502026,0.003241319,0.0002810651,0.0001060982,0.004447748,0.00002136813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255255,0.004005506,0.005446147,0.0006186239,0.00004832958,0.0001224011,0.04267872,0.0001671246,0.02138766],"genre_scores_gemma":[0.975399,0.00176564,0.005588913,0.0001310857,0.00001760193,0.0000551411,0.01404032,0.00002222308,0.002980077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01476775,"threshold_uncertainty_score":0.1071481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03918714912497267,"score_gpt":0.2602415514711693,"score_spread":0.2210544023461966,"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."}}