{"id":"W7018894071","doi":"","title":"<i>Euclid</i>: Early Release Observations – NISP-only sources and the search for luminous <i>z</i> = 6–8 galaxies","year":2025,"lang":"en","type":"article","venue":"Open Research Online (The Open University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Danmarks Grundforskningsfond; Norsk Romsenter; National Astronomical Observatory of Japan; European Space Agency; Agenzia Spaziale Italiana; Fundação para a Ciência e a Tecnologia; Magyar Tudományos Akadémia; Agenția Spațială Română; Centre National d’Etudes Spatiales; National Aeronautics and Space Administration; National Research Foundation","keywords":"Galaxy; Redshift; Luminosity; Galaxy formation and evolution; Luminous infrared galaxy; Galaxy cluster; Elliptical galaxy; Interacting galaxy; Lenticular galaxy; Brightest cluster galaxy","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":[0.0004303778,0.0002123451,0.0001433237,0.001138943,0.0002367691,0.0005556457,0.0003350472,0.000181348,0.002092407],"category_scores_gemma":[0.000710278,0.000179523,0.0001467067,0.001224297,0.0001530624,0.0003934032,0.0007235652,0.0002634126,0.0009456988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000353979,"about_ca_system_score_gemma":0.0002964931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006154709,"about_ca_topic_score_gemma":0.02175995,"domain_scores_codex":[0.9997402,0.0000312684,0.00001916583,0.00007151418,0.00009547467,0.00004239848],"domain_scores_gemma":[0.9987702,0.00008888031,0.0005949598,0.0001659224,0.0001458192,0.0002342381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005282883,0.00006483192,0.8981935,0.000148867,0.00009230948,0.0004798963,0.0004429273,0.0005865312,0.02309239,0.001220808,0.009875511,0.065274],"study_design_scores_gemma":[0.000007723662,0.00002124859,0.9893062,0.00001598855,0.00001226088,0.0002375196,0.00007810783,0.0002844023,0.002245566,0.0001003739,0.007684774,0.000006006166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503598,0.0009370254,0.003803134,0.0004148378,0.00002012397,0.00006967808,0.01439907,0.0004560438,0.02954027],"genre_scores_gemma":[0.940713,0.0005543152,0.02224641,0.0002449797,0.00005385039,0.0000575618,0.02995787,0.0001994182,0.005972662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006154709,"threshold_uncertainty_score":0.01223779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0535886050406142,"score_gpt":0.3114469403530042,"score_spread":0.25785833531239,"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."}}