{"id":"W3012022212","doi":"10.3390/aerospace7030026","title":"The Bird Strike Challenge","year":2020,"lang":"en","type":"article","venue":"Aerospace","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutscher Akademischer Austauschdienst; Transport Canada","keywords":"Aviation; Aviation safety; Aeronautics; Presentation (obstetrics); Geography; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002127786,0.0004421139,0.0008319169,0.0008620113,0.000788619,0.002717396,0.000964997,0.002488393,0.01027356],"category_scores_gemma":[0.006969892,0.0001911291,0.0005206959,0.0006841049,0.001718536,0.002442059,0.001318331,0.002893435,0.003412873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009916892,"about_ca_system_score_gemma":0.001485072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003875868,"about_ca_topic_score_gemma":0.00572649,"domain_scores_codex":[0.9983727,0.000475989,0.0001152938,0.0002720452,0.0006378081,0.0001261112],"domain_scores_gemma":[0.9951428,0.002748449,0.0004597633,0.0002679209,0.0009987066,0.0003823002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003291918,0.0001138007,0.01121857,0.003203345,0.0001758065,0.001113901,0.001423102,0.002896857,0.001816132,0.06422391,0.1450383,0.7684471],"study_design_scores_gemma":[0.00003673002,0.000404594,0.02128101,0.002710665,0.00009645827,0.004076178,0.004472048,0.001740989,0.0007581216,0.05207558,0.9122817,0.00006591075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04875457,0.5908402,0.02971826,0.1612118,0.01700723,0.0001285486,0.00184544,0.0004024083,0.1500915],"genre_scores_gemma":[0.3964622,0.4203578,0.01988049,0.05128402,0.02015789,0.0002052572,0.002187708,0.0003476809,0.08911702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01027356,"threshold_uncertainty_score":0.03436846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849746707354709,"score_gpt":0.2230238989249719,"score_spread":0.2045264318514248,"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."}}