{"id":"W4309758876","doi":"10.1093/astrogeo/atac073","title":"News in Astronomy &amp; Geophysics – December 2022","year":2022,"lang":"en","type":"article","venue":"Astronomy & Geophysics","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Astronomy; Quasar; Asteroid; Population; Hubble space telescope; Supernova; Astrophysics; Stars; Solar System; Galaxy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008146274,0.001370476,0.0006547397,0.001562144,0.001105211,0.004029694,0.0007690081,0.003736755,0.4050583],"category_scores_gemma":[0.002200495,0.0004757183,0.000670975,0.001239823,0.0007898448,0.001833553,0.001460775,0.003782689,0.4529762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007801377,"about_ca_system_score_gemma":0.0008380349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739579,"about_ca_topic_score_gemma":0.007803551,"domain_scores_codex":[0.9995172,0.00004623357,0.00002839843,0.00008096713,0.0002496383,0.00007762207],"domain_scores_gemma":[0.9980999,0.000201423,0.0001261832,0.0001914589,0.0005643376,0.0008166398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003836389,0.00003674342,0.0002013023,0.00006842803,0.000003130129,0.00005656751,0.000005195382,0.00002533548,0.0001925245,0.00036574,0.9608898,0.03811697],"study_design_scores_gemma":[0.00001026805,0.00001145852,0.0008321207,0.00006024581,0.000001280184,0.00002150968,0.00001181081,0.00002138099,0.00003940097,0.0001214982,0.9988655,0.000003645222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001219381,0.006972162,0.0008336265,0.04224825,0.1570397,0.0002239965,0.006676337,0.002468377,0.7823181],"genre_scores_gemma":[0.001911656,0.002840518,0.0004378087,0.01234228,0.02491292,0.00008285772,0.003175972,0.0003153819,0.9539806],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4050583,"threshold_uncertainty_score":0.8486121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008055981204971457,"score_gpt":0.209960420665663,"score_spread":0.2019044394606915,"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."}}