{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002912512,0.001035445,0.0004373913,0.00575893,0.0006399994,0.001838603,0.001072431,0.0005597064,0.01804345],"category_scores_gemma":[0.005539529,0.0003000079,0.0005801417,0.005936141,0.0004026395,0.0009274168,0.001671222,0.0004743026,0.005755434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384391,"about_ca_system_score_gemma":0.001313952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01486132,"about_ca_topic_score_gemma":0.007929433,"domain_scores_codex":[0.9977576,0.001084337,0.0001440219,0.0002889448,0.0005339113,0.0001911992],"domain_scores_gemma":[0.9980043,0.0005806344,0.0001678002,0.0003136951,0.0007925894,0.0001410421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001190554,0.00166921,0.1598048,0.002656267,0.0004392777,0.001402724,0.0009363261,0.1114478,0.003910297,0.05146293,0.09950707,0.5655727],"study_design_scores_gemma":[0.0007976065,0.001813026,0.2134562,0.001071973,0.0003719445,0.001484539,0.004460532,0.2212118,0.01545901,0.02113518,0.5184162,0.0003220336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3300331,0.003956823,0.2439117,0.001439879,0.000642276,0.016589,0.2446905,0.005440741,0.1532961],"genre_scores_gemma":[0.3803655,0.002903524,0.3182556,0.0003060316,0.0003625107,0.01512812,0.2550344,0.001899708,0.02574464],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01804345,"threshold_uncertainty_score":0.06036139,"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."}}