{"id":"W4285987861","doi":"10.1093/astrogeo/atac045","title":"News in Astronomy &amp; Geophysics – August 2022","year":2022,"lang":"en","type":"article","venue":"Astronomy & Geophysics","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Supernova; Stars; Astronomy; Ejecta; Astrophysics; Milky Way; Supermassive black hole; Galaxy; Black hole (networking); Telescope; Envelope (radar)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002533899,0.0006184492,0.0006816042,0.000208373,0.000547129,0.0001406686,0.0008807495,0.00005233159,0.006188228],"category_scores_gemma":[0.000002266365,0.0007271978,0.0004511628,0.0008145883,0.0001263915,0.0005219792,0.0007888963,0.001159397,0.0005621825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432896,"about_ca_system_score_gemma":0.0004112416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004385713,"about_ca_topic_score_gemma":0.00008554783,"domain_scores_codex":[0.9963999,0.0001778891,0.0007071773,0.0009308479,0.0005530579,0.001231063],"domain_scores_gemma":[0.9983106,0.00009153182,0.0002814631,0.0009873505,0.00007876696,0.0002502392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006202734,0.00105187,0.7640583,0.00001108977,0.0001798745,0.000007019495,0.0006007347,0.002966165,0.0005901,0.008863252,0.006544394,0.2150652],"study_design_scores_gemma":[0.00209776,0.000204166,0.1402729,0.00001516585,0.00007534977,0.000002215708,0.003931357,0.0000577941,0.0001181392,0.003301289,0.8488593,0.001064589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725077,0.0000676007,0.01187829,0.000290034,0.0006001948,0.0006316351,0.0002701929,0.00008793519,0.0136664],"genre_scores_gemma":[0.9833863,0.000001489339,0.006679032,0.0001564651,0.001508776,0.0006851709,0.0009477997,0.0001196351,0.006515325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8423149,"threshold_uncertainty_score":0.9995179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024551926415904,"score_gpt":0.2209799153414405,"score_spread":0.2107343960772815,"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."}}