{"id":"W4417216517","doi":"10.48550/arxiv.2504.17961","title":"WISDOM project -- XXIII. Star-formation efficiencies of eight early-type galaxies and bulges observed with SITELLE and ALMA","year":2025,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bulge; Galaxy; Stars; Spectrograph; Spiral galaxy; Star formation; Very Large Telescope","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001075761,0.0002789432,0.0002138205,0.0011607,0.0003823564,0.001052081,0.0005876074,0.0002789605,0.009043552],"category_scores_gemma":[0.001139608,0.0001538064,0.0002732521,0.0009682585,0.0001480653,0.0005156829,0.0007820756,0.0002964095,0.004625815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167737,"about_ca_system_score_gemma":0.000864551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05639179,"about_ca_topic_score_gemma":0.1100026,"domain_scores_codex":[0.9996026,0.00009592221,0.00001625554,0.00009207627,0.0001394739,0.0000537524],"domain_scores_gemma":[0.9987777,0.0001310407,0.0001799338,0.0002405956,0.0004658183,0.000205013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002089603,0.0005347893,0.4163594,0.000326367,0.0002148234,0.0002958908,0.001170634,0.002985141,0.008037857,0.004960092,0.2666288,0.2963966],"study_design_scores_gemma":[0.0002024804,0.0001800825,0.7155201,0.00008812367,0.00006377515,0.0001712624,0.0005842416,0.004478983,0.004278457,0.001296618,0.2731003,0.00003551017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.500407,0.0009870974,0.009364602,0.0016134,0.000200179,0.0005620587,0.3125592,0.005913309,0.1683931],"genre_scores_gemma":[0.5565282,0.0005024123,0.02529418,0.0005460118,0.0001574897,0.0008762561,0.3270423,0.0009820471,0.08807107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05639179,"threshold_uncertainty_score":0.1121271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822132444141214,"score_gpt":0.2282085708307608,"score_spread":0.1999872463893487,"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."}}