{"id":"W2779033596","doi":"10.7307/ptt.v29i6.2448","title":"Aircraft Repair and Withdrawal Costs Generated by Bird Collision with the Windshield","year":2017,"lang":"en","type":"article","venue":"PROMET - Traffic&Transportation","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Aviation safety; Windshield; Population; Aeronautics; Collision; Agency (philosophy); Business; Environmental science; Geography; Engineering; Computer science; Computer security; Environmental health; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003755166,0.0001814218,0.0002952832,0.0001140306,0.0006864507,0.0002249656,0.0001958807,0.0001442406,0.0001179141],"category_scores_gemma":[0.0000225293,0.000143608,0.00008079891,0.0002500992,0.0001308364,0.0004778141,0.000004314474,0.0002003557,0.00003395127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003712505,"about_ca_system_score_gemma":0.00002007569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000311227,"about_ca_topic_score_gemma":0.001283055,"domain_scores_codex":[0.9988221,0.00001588426,0.0004256421,0.0004434849,0.00008797114,0.000204919],"domain_scores_gemma":[0.9988635,0.00003020884,0.0005495979,0.0004054951,0.00006611316,0.00008506523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002354466,0.0004098238,0.945474,0.00006838929,0.0006451391,0.00002823251,0.002208201,0.006083813,0.0001386533,0.02347771,0.01500444,0.006226123],"study_design_scores_gemma":[0.001741048,0.0003356546,0.9598255,0.00004004177,0.0001359904,0.000003072563,0.0002830293,0.009330516,0.0004154108,0.0001864053,0.02717408,0.0005292899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943541,0.0003664196,0.001308712,0.00259345,0.000080475,0.0002397995,0.0003071721,0.0001215555,0.000628299],"genre_scores_gemma":[0.9978782,0.0001028172,0.0003797635,0.0001041084,0.00005956619,0.00005298061,0.0002474385,0.00003114156,0.001143969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0232913,"threshold_uncertainty_score":0.5856165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630784907756861,"score_gpt":0.2182111248507629,"score_spread":0.2019032757731943,"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."}}