{"id":"W4408660896","doi":"10.1051/0004-6361/202453172","title":"HI within and around observed and simulated galaxy discs","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"European Research Council; Horizon 2020 Framework Programme; Agencia Nacional de Investigación y Desarrollo; Istituto Nazionale di Astrofisica; Royal Society","keywords":"Physics; Astrophysics; Galaxy; Astronomy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002859683,0.0002413209,0.000271369,0.0003189806,0.0002378314,0.0007266842,0.001069383,0.0006061586,0.001038134],"category_scores_gemma":[0.001249241,0.0002450361,0.000411301,0.0004039645,0.0004985756,0.0004663599,0.0003701676,0.0002527652,0.0002018929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149235,"about_ca_system_score_gemma":0.0003947765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01852944,"about_ca_topic_score_gemma":0.01465325,"domain_scores_codex":[0.9998385,0.00002477943,0.000009470653,0.00007236124,0.00001965062,0.00003530906],"domain_scores_gemma":[0.9995674,0.0001378838,0.00007316589,0.00008720177,0.00006709996,0.00006716655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003021719,0.0001033012,0.1939321,0.00007773098,0.0002116686,0.0002255559,0.0001697652,0.7923537,0.006545186,0.001519301,0.0008929038,0.003666588],"study_design_scores_gemma":[0.0001469134,0.0001537012,0.1099235,0.00001425907,0.00007466057,0.0001824149,0.0001838764,0.8828701,0.004262889,0.001027436,0.001128576,0.00003159152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972878,0.00006703759,0.0009324421,0.00002697209,0.000004846845,0.000008072795,0.0008397647,0.00008222951,0.0007508899],"genre_scores_gemma":[0.9977647,0.0000275052,0.0008372189,0.00001911239,0.000002704825,0.000008775226,0.001124422,0.00001221596,0.0002034161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01852944,"threshold_uncertainty_score":0.03684318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009436499720807248,"score_gpt":0.1928292360165447,"score_spread":0.1833927362957374,"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."}}