{"id":"W4417467398","doi":"10.48550/arxiv.2512.14238","title":"Revealing the baryon cycle in Galaxy Clusters: connecting galaxy dynamics and gas thermodynamics using (sub-)mm-wave and optical IFU surveys","year":2025,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Galaxy; Intergalactic travel; Telescope; Field (mathematics); Dynamics (music); Protogalaxy; Galaxy formation and evolution; Gas dynamics; Infrared","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001644591,0.0004975923,0.0005651647,0.0001883329,0.0004487232,0.0002241126,0.0002855121,0.0002368657,0.00002263258],"category_scores_gemma":[0.00008093131,0.0004642404,0.0001202595,0.0002554487,0.0001982264,0.0002873303,0.001047052,0.001063456,0.00000378464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003876119,"about_ca_system_score_gemma":0.0002002639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355216,"about_ca_topic_score_gemma":0.0005930295,"domain_scores_codex":[0.9973058,0.0004622226,0.0007603054,0.0006841622,0.0002287856,0.0005587126],"domain_scores_gemma":[0.9982612,0.0004428808,0.0004104028,0.0006147181,0.0001520833,0.000118679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001242662,0.00003447726,0.9897484,0.0001630313,0.000106009,1.893526e-7,0.001651419,0.005347707,0.00005850531,0.002063206,0.000002467356,0.0008121866],"study_design_scores_gemma":[0.0003259777,0.00001119992,0.6133383,0.0002646202,0.00005810639,0.00000398259,0.001199308,0.3797075,0.00002780131,0.004781627,7.169928e-7,0.0002809378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982738,0.0001896567,0.01493086,0.0002578805,0.0003865298,0.0006632319,0.00008997561,0.00005643888,0.0006874503],"genre_scores_gemma":[0.9983222,0.00006800054,0.0009814836,0.00000894066,0.000229027,0.00003198921,0.0002472041,0.00005242465,0.00005873384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3764101,"threshold_uncertainty_score":0.999781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261269578542135,"score_gpt":0.2451737012321627,"score_spread":0.2225610054467413,"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."}}