{"id":"W2803806104","doi":"10.1002/wsb.859","title":"Estimating interspecific economic risk of bird strikes with aircraft","year":2018,"lang":"en","type":"article","venue":"Wildlife Society Bulletin","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Wildlife; Buteo; Geography; Hazard; Risk assessment; Branta; Ecology; Biology; Economics; Predation; Goose","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002724605,0.0001386364,0.0001745125,0.000008872528,0.0002083926,0.00001205323,0.0002310082,0.0001037181,0.009438363],"category_scores_gemma":[0.00001905787,0.0001163402,0.0001131871,0.00006679017,0.001118607,0.00005249851,0.0001350846,0.0001753169,0.003462966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359141,"about_ca_system_score_gemma":0.00001661104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001484899,"about_ca_topic_score_gemma":0.0001748981,"domain_scores_codex":[0.9990566,0.00004532818,0.0002198798,0.0003095169,0.0001129821,0.0002556383],"domain_scores_gemma":[0.999414,0.00006565019,0.0001979241,0.0002435699,0.000008760709,0.00007003941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002326174,0.00006230578,0.8903778,0.000003926797,0.00002799462,0.000001145647,0.001215108,0.0003947431,0.0001241343,0.00000607706,0.1063932,0.001370358],"study_design_scores_gemma":[0.001264846,0.000897066,0.9225675,0.00006354077,0.0001436606,0.00002211483,0.002997149,0.001800703,0.001081613,0.0001091422,0.06852259,0.0005301132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955647,0.000008980336,0.001699845,0.001238618,0.0001650909,0.000139862,0.000013586,0.00007963937,0.001089668],"genre_scores_gemma":[0.9484572,0.00001039215,0.05012207,0.0005448947,0.00015833,0.00001118962,0.000002003246,0.00002616329,0.0006677679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04842223,"threshold_uncertainty_score":0.997313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007025260633174402,"score_gpt":0.2151060450970727,"score_spread":0.2080807844638982,"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."}}