{"id":"W2135596871","doi":"10.1109/uksim.2008.66","title":"Distance Estimation and Simulation Training","year":2008,"lang":"en","type":"article","venue":"","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; Royal Military College of Canada","funders":"","keywords":"Computer science; Training (meteorology); Flash (photography); Simulation; Software; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008096502,0.000560846,0.0004484114,0.0001905112,0.0001720132,0.000361579,0.0005191918,0.0006235502,0.004776392],"category_scores_gemma":[0.007402485,0.0002164505,0.000196074,0.0001194828,0.0002874726,0.0004627988,0.0005538516,0.0005025038,0.0005241025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001850309,"about_ca_system_score_gemma":0.0002332588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009252518,"about_ca_topic_score_gemma":0.0006968819,"domain_scores_codex":[0.9993699,0.0002882999,0.00004235085,0.000111685,0.0001000456,0.0000877295],"domain_scores_gemma":[0.9955778,0.002888117,0.0002950173,0.0004576948,0.0003319836,0.000449405],"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":[0.04758771,0.05731832,0.0565784,0.001267627,0.0003303472,0.0005859161,0.00465481,0.04605896,0.3963394,0.001181484,0.001944104,0.386153],"study_design_scores_gemma":[0.003419529,0.3587391,0.2812096,0.0003459159,0.0005599839,0.001847635,0.002207427,0.1041195,0.227049,0.002948254,0.0172712,0.0002828679],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944813,0.00007894049,0.004135505,0.00004213935,0.00002515452,0.00008652339,0.00004721531,0.00009214945,0.001011067],"genre_scores_gemma":[0.9919372,0.00009188172,0.00571683,0.00003943696,0.00001267818,0.0001021003,0.0001354007,0.00001467612,0.00194988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004776392,"threshold_uncertainty_score":0.01597863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943803891194862,"score_gpt":0.2723712680192558,"score_spread":0.2329332291073072,"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."}}