{"id":"W3183519560","doi":"10.1093/mnras/stab2008","title":"The Global Meteor Network – Methodology and first results","year":2021,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Aeronautics and Space Administration","keywords":"Physics; Meteor (satellite); Astronomy; Meteoroid; Astrophysics; Meteorology; Astrobiology","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":[0.0006011888,0.0001381633,0.0002173946,0.000001346991,0.0004980005,0.00006248419,0.0004272377,0.00004666367,0.00004330255],"category_scores_gemma":[0.0000373378,0.00008179872,0.0002511737,0.0001027618,0.0003717048,0.00005189248,0.0003463501,0.0001872005,0.000005046804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002098005,"about_ca_system_score_gemma":0.00006202722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006441803,"about_ca_topic_score_gemma":0.0002104813,"domain_scores_codex":[0.9987401,0.0002070824,0.0002826568,0.0002780203,0.00013061,0.00036158],"domain_scores_gemma":[0.998533,0.0008305816,0.0001881987,0.0003243589,0.00003570368,0.00008814641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00006311763,0.00002897312,0.2880646,0.00000400385,0.0001566701,1.362292e-7,0.0001279977,0.6991462,0.000002685232,0.001225152,0.004206483,0.00697399],"study_design_scores_gemma":[0.0006066448,0.00005441345,0.7127674,0.00001821507,0.0001074796,4.623999e-8,0.0007874506,0.2589209,0.0001377418,0.0006087227,0.02581727,0.0001736938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933928,0.0004019485,0.0004633391,0.002431773,0.0004189323,0.0001111389,0.0002453248,0.000008888728,0.002525817],"genre_scores_gemma":[0.9783581,2.96489e-7,0.02089,0.00004591607,0.0003267057,0.000003502408,0.00002045206,0.000004242419,0.0003507141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4402253,"threshold_uncertainty_score":0.3830268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570734237462683,"score_gpt":0.2278267269904203,"score_spread":0.2121193846157935,"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."}}