{"id":"W2141388857","doi":"","title":"Distance Estimation to Flashes in a Simulated Night Vision Environment","year":2007,"lang":"en","type":"article","venue":"Defense Technical Information Center (DTIC)","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flash (photography); Simulation; Perception; Computer science; Training (meteorology); Audiology; Psychology; Medicine; Meteorology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000212546,0.000221477,0.0002197945,0.0001671184,0.000114135,0.0001658427,0.000188705,0.0002507276,0.001984386],"category_scores_gemma":[0.001206078,0.00008067746,0.0001125396,0.00009453912,0.000138367,0.0001211662,0.0002506081,0.0001442414,0.0001881586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513603,"about_ca_system_score_gemma":0.0001375187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003543397,"about_ca_topic_score_gemma":0.003842783,"domain_scores_codex":[0.9998865,0.00004465367,0.000007327204,0.00002003201,0.00002703892,0.00001441231],"domain_scores_gemma":[0.9995376,0.0002894719,0.00004358343,0.00004870789,0.00003803155,0.00004260436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01396848,0.001714333,0.09256534,0.0004336628,0.0001564836,0.0005603216,0.002757074,0.04991728,0.6076683,0.0003760594,0.0009158114,0.2289669],"study_design_scores_gemma":[0.0003757023,0.03232891,0.6996713,0.00007067914,0.0001380705,0.001039973,0.001735174,0.09031679,0.1697998,0.0007297766,0.003682289,0.0001114958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985209,0.00002193057,0.001148202,0.000006500829,0.000002391886,0.000006628206,0.0000403188,0.00001825517,0.0002348381],"genre_scores_gemma":[0.9968284,0.00004891892,0.002181374,0.000007661947,0.000001892916,0.000006720743,0.00009963776,0.000004352168,0.0008211145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003543397,"threshold_uncertainty_score":0.007045567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008809216176419752,"score_gpt":0.2646650858387208,"score_spread":0.255855869662301,"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."}}