{"id":"W4416781510","doi":"10.1093/mnras/staf1763","title":"Deep Extragalactic VIsible Legacy Survey (DEVILS): first data release covering the D10 (COSMOS) region","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Narodowa Agencja Wymiany Akademickiej; Ministerio de Ciencia e Innovación; Australian Research Council; European Commission; McMaster University","keywords":"Redshift; Photometric redshift; Star formation; Spectral energy distribution; Galaxy; Spectral density","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001118126,0.0005958251,0.0004626512,0.002854299,0.0003587765,0.0007200732,0.0007210043,0.0002713457,0.0106686],"category_scores_gemma":[0.002869858,0.0004209729,0.000383014,0.004088664,0.0002048389,0.0004875066,0.00182126,0.0006487846,0.01124354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006086517,"about_ca_system_score_gemma":0.001376848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03926435,"about_ca_topic_score_gemma":0.05729978,"domain_scores_codex":[0.9991948,0.00008013951,0.00007049346,0.0001696683,0.0003614906,0.0001234166],"domain_scores_gemma":[0.9969433,0.0001894794,0.0005900564,0.0008226727,0.0009316237,0.0005228126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002713919,0.0001325791,0.2147628,0.0004321894,0.0001865501,0.0001390597,0.0005785077,0.0009871812,0.005097457,0.002684171,0.7104399,0.06428828],"study_design_scores_gemma":[0.00007467954,0.00005074372,0.5095482,0.00008154181,0.00003601365,0.0001107581,0.0001569579,0.0004425518,0.001550414,0.0005716078,0.4873438,0.00003271905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.07341669,0.0002219465,0.004526597,0.0002078885,0.0000770398,0.0002449478,0.8989362,0.001411192,0.02095747],"genre_scores_gemma":[0.02595991,0.0001352454,0.004185154,0.0001266978,0.00003449508,0.0002401335,0.9618509,0.0003027003,0.007164715],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03926435,"threshold_uncertainty_score":0.07807159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162123892549939,"score_gpt":0.2248890522133782,"score_spread":0.2086766629583843,"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."}}