{"id":"W2099168254","doi":"10.1139/juvs-2015-0008","title":"Should unmanned aerial systems (drones) be used for hunting?","year":2015,"lang":"en","type":"article","venue":"Journal of Unmanned Vehicle Systems","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drone; Aeronautics; Geography; Engineering; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001088735,0.0002196083,0.0005111699,0.0002248446,0.00009536793,0.0002245997,0.0003042835,0.000203999,0.000003691206],"category_scores_gemma":[0.00007574555,0.0001996115,0.0001469407,0.0002930197,0.00002316238,0.0004040235,0.00002024665,0.0001928604,0.00001522421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276124,"about_ca_system_score_gemma":0.0000823456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005916355,"about_ca_topic_score_gemma":0.00000989528,"domain_scores_codex":[0.9979929,0.00006634703,0.0009877775,0.0001540321,0.0004579201,0.0003410484],"domain_scores_gemma":[0.9983377,0.0001010111,0.000426122,0.0002784812,0.0006004298,0.0002562064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001174865,0.00007534885,0.0005992851,0.0003240532,0.0001870974,0.000007058656,0.0005637718,0.9604343,0.006471854,0.002423588,0.02862057,0.0001756166],"study_design_scores_gemma":[0.003720634,0.0003907933,0.00009796923,0.0002378313,0.0001235234,0.0001306629,0.001663269,0.8850666,0.00150826,0.00008649356,0.1065694,0.0004045953],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7623177,0.003950528,0.2169244,0.000771007,0.01148152,0.00221573,0.00009729723,0.0004463933,0.001795462],"genre_scores_gemma":[0.9966087,0.00002212114,0.0009239998,0.0000209771,0.001953034,0.00007063914,0.00001716556,0.00008064677,0.0003026615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2342911,"threshold_uncertainty_score":0.8139921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04762948422986041,"score_gpt":0.2687597295419689,"score_spread":0.2211302453121085,"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."}}