{"id":"W4402686922","doi":"10.2514/6.2024-3735","title":"The Reported Shape, Size, Kinematics, Electromagnetic Effects, and Presence of Sound of Unidentified Aerial Phenomena From Select Reports, 1947-2016","year":2024,"lang":"en","type":"article","venue":"","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Kinematics; Sound (geography); Acoustics; Computer science; Geology; Aerospace engineering; Physics; Engineering; Classical mechanics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001940404,0.0001296188,0.0002474293,0.00005202907,0.00003724761,0.00004314432,0.0001056787,0.00009417865,0.00008218465],"category_scores_gemma":[0.0003778191,0.00009369144,0.00004349424,0.0002726661,0.0001128493,0.00007176692,0.000044263,0.0001273177,0.0000028635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001739726,"about_ca_system_score_gemma":0.00003264743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009283424,"about_ca_topic_score_gemma":0.00006369355,"domain_scores_codex":[0.9989339,0.00002271466,0.0005119961,0.0001956506,0.0001528059,0.0001829229],"domain_scores_gemma":[0.9988005,0.0006473335,0.0001139985,0.0003580874,0.00005115164,0.00002899364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001630407,0.00002965006,0.0008209608,0.0008022639,0.0004964065,0.00005911037,0.0003585276,0.0001415281,0.9805896,0.004012211,0.008008916,0.004664548],"study_design_scores_gemma":[0.0009200824,0.0006411555,0.01399497,0.0005735076,0.0005118493,0.0001272749,0.0003007383,0.07223533,0.8333281,0.07353298,0.0031172,0.000716813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915988,0.004164467,0.001840222,0.00008960828,0.0004393948,0.0003002388,0.000005024181,0.0003615943,0.001200599],"genre_scores_gemma":[0.9976189,0.0004699119,0.0007410632,0.000004402378,0.00006177802,0.00002011223,0.000006821689,0.00002372383,0.001053254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472615,"threshold_uncertainty_score":0.3820626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004163753824109346,"score_gpt":0.20161681171973,"score_spread":0.1974530578956206,"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."}}