{"id":"W4390628752","doi":"10.1051/0004-6361/202348554","title":"New KiDS in town","year":2024,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Japan Society for the Promotion of Science; High Energy Accelerator Research Organization; National Astronomical Observatory of Japan; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Japan Science and Technology Agency; Cabinet Office, Government of Japan; Academia Sinica; Università degli Studi di Padova; National Natural Science Foundation of China; Deutsche Forschungsgemeinschaft; Princeton University; Ministry of Education, Culture, Sports, Science and Technology; Toray Science Foundation; Imperial College London; National Science Foundation","keywords":"Physics; Milky Way; Astrophysics; Dwarf galaxy; Luminosity; Astronomy; Surface brightness; Galaxy; Absolute magnitude; Stars; RADIUS","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002627451,0.0003173947,0.0003002031,0.0007774457,0.003060823,0.002110432,0.0007811516,0.0006905359,0.3301089],"category_scores_gemma":[0.000999783,0.0002988107,0.0002578154,0.0006851138,0.000626492,0.001514743,0.004319302,0.001506412,0.06621663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007007205,"about_ca_system_score_gemma":0.001834531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005138873,"about_ca_topic_score_gemma":0.01981325,"domain_scores_codex":[0.999545,0.00005061265,0.00001899066,0.00009612015,0.00009278822,0.0001964295],"domain_scores_gemma":[0.9989514,0.00004190298,0.00006064941,0.00006399498,0.00008621276,0.0007958332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001646699,0.0002619048,0.03199778,0.0005549473,0.00002637269,0.01211749,0.005439911,0.00007350157,0.002189306,0.02396031,0.6600872,0.2631266],"study_design_scores_gemma":[0.000004962169,0.00002664391,0.005409289,0.00007807038,0.000003328226,0.001711693,0.002544765,0.000007633251,0.00009773225,0.0004083854,0.9897007,0.000006783199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09508675,0.005366538,0.001614334,0.02160058,0.007048825,0.0002170138,0.007731991,0.0007132762,0.8606207],"genre_scores_gemma":[0.1025779,0.003857316,0.00154539,0.005839422,0.0004877934,0.0001110617,0.002272492,0.000301271,0.8830073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3301089,"threshold_uncertainty_score":0.9555184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007285996527218837,"score_gpt":0.2107735770096009,"score_spread":0.2034875804823821,"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."}}