{"id":"W4321343713","doi":"10.1093/mnras/stad602","title":"WALLABY Pilot Survey: hydra cluster galaxies UV and H <scp>i</scp>morphometrics","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; University of Calgary; Queen's University","funders":"Government of Western Australia; National Research Foundation; Ministry of Science and ICT, South Korea; European Commission; National Research Foundation of Korea; Centre National d’Etudes Spatiales; Australian Government; Commonwealth Scientific and Industrial Research Organisation; Science and Industry Endowment Fund","keywords":"Astrophysics; Galaxy; Morphometrics; Biology; Physics; Ultraviolet; Zoology; Optics","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":[0.0004526596,0.0002555969,0.0002825853,0.001521619,0.0004422864,0.0006935566,0.0003386046,0.0001667339,0.004782407],"category_scores_gemma":[0.0009101939,0.000156868,0.0002107217,0.001280272,0.0003492889,0.0003034926,0.001255792,0.0002121597,0.001659304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004821837,"about_ca_system_score_gemma":0.0004118986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04971649,"about_ca_topic_score_gemma":0.06283417,"domain_scores_codex":[0.9997789,0.00002931903,0.000007967689,0.00006327531,0.00006798854,0.00005255291],"domain_scores_gemma":[0.9991398,0.0001076561,0.0001881275,0.0002093004,0.0001404059,0.0002146823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008706855,0.0001273714,0.8169718,0.0001870045,0.0001708343,0.0003562982,0.001330786,0.00574421,0.02258971,0.001941849,0.04858692,0.1011225],"study_design_scores_gemma":[0.00003465512,0.00002964173,0.9847504,0.00001509286,0.000008453413,0.00005521051,0.0002342716,0.002640575,0.002552509,0.0001575872,0.009510404,0.00001117062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565977,0.0001343653,0.001735274,0.0001334768,0.00001202797,0.00009259652,0.03052978,0.00118944,0.009575417],"genre_scores_gemma":[0.9439163,0.00007085339,0.006956215,0.00005763455,0.00004046575,0.0001519676,0.04321409,0.0003675632,0.005224812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04971649,"threshold_uncertainty_score":0.09885418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286702623270372,"score_gpt":0.2044713550609512,"score_spread":0.1916043288282475,"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."}}