{"id":"W4205650896","doi":"10.3847/1538-3881/ac3aec","title":"Characterizing the Fast Radio Burst Host Galaxy Population and its Connection to Transients in the Local and Extragalactic Universe","year":2022,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Agencia Nacional de Investigación y Desarrollo; Ministério da Ciência, Tecnologia, Inovações e Comunicações; Government of Western Australia; European Southern Observatory; National Natural Science Foundation of China; Macquarie University; Jet Propulsion Laboratory; Science and Industry Endowment Fund; Commonwealth Scientific and Industrial Research Organisation; Canadian Institute for Advanced Research; Australian Government; Northwestern University; National Aeronautics and Space Administration; California Institute of Technology; W. M. Keck Foundation; Smithsonian Institution; National Science Foundation","keywords":"Physics; Astrophysics; Galaxy; Astronomy; Star formation; Population; Dwarf galaxy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005512753,0.00007782224,0.00008500437,0.00005253243,0.0006630704,0.000124967,0.0001801866,0.000009230229,0.0001008965],"category_scores_gemma":[0.000004508302,0.00004542627,0.00003808122,0.0001067042,0.00004754523,0.000136535,0.00007654685,0.0004928213,0.000003024814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006372076,"about_ca_system_score_gemma":0.00002618634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004263183,"about_ca_topic_score_gemma":0.00000293256,"domain_scores_codex":[0.9990902,0.000285161,0.0001468257,0.0001088712,0.0001800687,0.000188885],"domain_scores_gemma":[0.9996435,0.0001429904,0.0000594537,0.00007170976,0.0000162489,0.00006607854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004249963,0.001174115,0.512289,0.00003438127,0.0007190029,0.00003847673,0.04993323,0.0475422,0.06715536,0.1019292,0.001359358,0.2135757],"study_design_scores_gemma":[0.0006015955,0.0001146368,0.9832913,0.000007849198,0.00001738106,0.00005078244,0.009577084,0.003744956,0.00003008394,0.001572058,0.0009143966,0.00007791712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993807,0.00002968573,0.0005525569,0.005245026,0.00006904698,0.0001955883,0.00004243289,0.000001022452,0.00005760348],"genre_scores_gemma":[0.9996217,0.000002043634,0.00001933567,0.00006369081,0.000156698,0.00001144169,0.00002123913,0.000006515038,0.00009731278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4710023,"threshold_uncertainty_score":0.5099869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269120652543319,"score_gpt":0.2758969512250815,"score_spread":0.2632057446996483,"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."}}