{"id":"W4404420550","doi":"10.1093/mnras/stae2581","title":"A search for H <scp>i</scp> absorption in distant star-forming galaxies with ASKAP-FLASH – I. Selection and analysis of the radio sample","year":2024,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brookhaven National Laboratory; Argonne National Laboratory; Leibniz-Gemeinschaft; Australian Research Council; SLAC National Accelerator Laboratory; National Science Foundation, United Arab Emirates; College of Engineering, Michigan State University; Lawrence Berkeley National Laboratory; Jet Propulsion Laboratory; University of Illinois at Urbana-Champaign; Instituto de Astrofísica de Canarias; Max-Planck-Institut für Astrophysik; Science and Technology Facilities Council; York University; Ministério da Ciência, Tecnologia e Inovação; Chinese Academy of Sciences; Deutsche Forschungsgemeinschaft; Fermilab; Texas A and M University; Max-Planck-Institut für Astronomie; Integrated Electronics Engineering Center, Binghamton University; University of Edinburgh; Ohio State University; National Research Foundation of Korea; Space Telescope Science Institute; University of Sussex; University of Nottingham; University of Cambridge; Universidad Nacional Autónoma de México; University of Utah; New Mexico State University; University of Portsmouth; University of Oxford; Carnegie Institution of Washington; University of Virginia; Pennsylvania State University; Carnegie Mellon University; Vanderbilt University; University of Chicago; University of Tokyo; University of Arizona; University of Washington; Princeton University; Alfred P. Sloan Foundation; Johns Hopkins University; Yale University; University of Wisconsin-Madison; U.S. Department of Energy; Smithsonian Institution; University of Colorado Boulder; Office of Science; University of Florida; National Research Foundation; Financiadora de Estudos e Projetos; Stanford University; New York University; University of Notre Dame; National Science Foundation; University of Michigan; Harvard University; University of Pennsylvania; University College London; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Galaxy; Selection (genetic algorithm); Sample (material); Star (game theory); Flash (photography); Absorption (acoustics); Star formation; Astronomy; Optics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005136555,0.0002023117,0.0002427966,0.003030039,0.0004330072,0.0006939691,0.0004299616,0.0002344533,0.002024167],"category_scores_gemma":[0.0006669299,0.0001461802,0.0002946134,0.001624168,0.0002534781,0.0002644483,0.0007694462,0.000194572,0.0006646414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413614,"about_ca_system_score_gemma":0.0002063383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007609466,"about_ca_topic_score_gemma":0.01211556,"domain_scores_codex":[0.9997547,0.00002829775,0.00001951649,0.00006914933,0.00007088165,0.0000573814],"domain_scores_gemma":[0.9990205,0.0001235662,0.0003303721,0.0001085376,0.0001193317,0.0002977011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007192401,0.00003025044,0.9916083,0.00001095723,0.00003033856,0.0001245551,0.00008220845,0.00009967099,0.003836511,0.00005352427,0.0003412792,0.003710521],"study_design_scores_gemma":[0.000002261766,0.00002035233,0.9989786,0.000001636623,0.000007169818,0.00008712313,0.00007506882,0.0001874861,0.0003563406,0.00001169913,0.0002705227,0.000001760933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977146,0.00004723281,0.0001711415,0.0000278094,0.000001041359,0.00001519586,0.001242696,0.00002759191,0.0007526229],"genre_scores_gemma":[0.9950686,0.00003395175,0.0005478919,0.00003598304,0.000006309066,0.0000189459,0.003894695,0.00001066251,0.000383016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007609466,"threshold_uncertainty_score":0.01513034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00692729001100668,"score_gpt":0.2060227111793402,"score_spread":0.1990954211683336,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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