{"id":"W4396914018","doi":"10.3847/1538-3881/ad496e","title":"A Reference Meteor Magnitude for Intercomparable Fluxes","year":2024,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Marshall Space Flight Center; Nuclear Safety and Security Commission; National Aeronautics and Space Administration","keywords":"Magnitude (astronomy); Meteor (satellite); Environmental science; Geology; Geodesy; Meteorology; Atmospheric sciences; Geography; Physics; Astronomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006140908,0.0008546758,0.0006933979,0.009100031,0.0008959801,0.002132293,0.001802583,0.0009349042,0.006704565],"category_scores_gemma":[0.02918714,0.0003490447,0.0006872621,0.006606737,0.0005772721,0.002491427,0.001617903,0.0009379624,0.002851146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009791007,"about_ca_system_score_gemma":0.0004519275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003364711,"about_ca_topic_score_gemma":0.004209082,"domain_scores_codex":[0.9948497,0.001735653,0.0006266801,0.001466125,0.00111324,0.0002085922],"domain_scores_gemma":[0.9838278,0.003899448,0.002143427,0.004051342,0.005733242,0.0003447577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001507107,0.0004973285,0.4907252,0.001317752,0.000461076,0.0004740478,0.002574461,0.01535544,0.02609244,0.05236099,0.06341689,0.3452172],"study_design_scores_gemma":[0.0002659934,0.0007652559,0.6735958,0.001003193,0.0002487221,0.0008183392,0.001618609,0.02289065,0.02928155,0.02465857,0.2446131,0.0002403074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4221509,0.002764259,0.3689073,0.000931074,0.002055825,0.001174528,0.05659475,0.008857735,0.1365635],"genre_scores_gemma":[0.7513613,0.0004194176,0.2149984,0.0002621619,0.0003059591,0.001256518,0.02687261,0.001454001,0.003069716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009100031,"threshold_uncertainty_score":0.0324766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368132921269605,"score_gpt":0.2750759962054836,"score_spread":0.2513946669927876,"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."}}