{"id":"W2617858138","doi":"10.1017/s1743921317000527","title":"Meteor Databases in Astronomy","year":2016,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meteor (satellite); Database; Computer science; Meteoroid; Online database; Physics; Meteorology; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001923908,0.00008956856,0.00009964791,0.00005890693,0.00002487828,0.0000166797,0.0005744272,0.000008504816,0.0004977057],"category_scores_gemma":[0.00001572834,0.00005178568,0.00006402397,0.00007046611,0.00008795399,0.0003893032,0.0001771368,0.00007455212,0.00002318819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000367289,"about_ca_system_score_gemma":0.00002587749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001384206,"about_ca_topic_score_gemma":0.000004061027,"domain_scores_codex":[0.999284,0.000005414938,0.0002176877,0.0001833879,0.0001540135,0.0001555381],"domain_scores_gemma":[0.9996918,0.00005632121,0.00009855301,0.00006537551,0.00004845746,0.00003945864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002067089,0.00003822649,0.9333237,8.60101e-7,0.00001350309,1.132853e-8,0.000009387344,0.00003038303,0.03276014,0.02029531,0.0003688181,0.01313896],"study_design_scores_gemma":[0.0006763487,0.00002447718,0.9202784,0.0001012771,0.000007580626,5.646673e-7,0.0001463251,0.0002918631,0.06071438,0.0009201329,0.01670898,0.0001297131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908705,0.00000191027,0.002351381,0.001331141,0.0001979282,0.00008495996,0.00008374074,0.000006001505,0.005072385],"genre_scores_gemma":[0.9953804,2.167897e-7,0.003979779,0.00001008359,0.0001456759,0.000006828948,0.000008385529,0.000004403942,0.0004642358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02795424,"threshold_uncertainty_score":0.5449529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093668489600581,"score_gpt":0.2157141193999188,"score_spread":0.204777434503913,"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."}}