{"id":"W4382618670","doi":"10.48550/arxiv.2306.16040","title":"GAMA/DEVILS: Cosmic star formation and AGN activity over 12.5 billion years","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Narodowa Agencja Wymiany Akademickiej; Government of Western Australia; Science and Technology Facilities Council; McMaster University; European Commission; Australian Government","keywords":"Physics; Astrophysics; Star formation; Galaxy; Astronomy; Active galactic nucleus; Photometry (optics); COSMIC cancer database; Stellar mass; Billion years; Luminous infrared galaxy; Luminosity; Galaxy formation and evolution; Stars","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":[0.0001975691,0.0001906275,0.0001758302,0.00181543,0.0001170785,0.0004220926,0.0002585339,0.0001462714,0.001864665],"category_scores_gemma":[0.0006766884,0.0001040537,0.0002699832,0.001512734,0.0001053478,0.000240381,0.0005322914,0.0001737627,0.0006463071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002269081,"about_ca_system_score_gemma":0.0001348657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0145016,"about_ca_topic_score_gemma":0.01988124,"domain_scores_codex":[0.9999133,0.00001297589,0.00000609645,0.00002930102,0.00002226143,0.00001606068],"domain_scores_gemma":[0.9996237,0.00003493062,0.0001880751,0.00004459011,0.00004109408,0.00006767894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004781421,0.00003102891,0.9785016,0.00005368104,0.0001162811,0.0001048934,0.0001676348,0.001629312,0.0008419846,0.0008571497,0.003215454,0.01443319],"study_design_scores_gemma":[0.000003827562,0.00001852388,0.9917168,0.00001328643,0.00001553258,0.0001204409,0.0000596714,0.001880424,0.00022083,0.0002322426,0.005713391,0.000004980369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660718,0.0002530995,0.0005058041,0.0000928272,0.000009979416,0.00001520629,0.02617665,0.0002407561,0.006633954],"genre_scores_gemma":[0.9631888,0.0002233598,0.001664822,0.00004195374,0.00002132765,0.00002943527,0.03321032,0.00003488411,0.001584935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0145016,"threshold_uncertainty_score":0.0288344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04832062645384796,"score_gpt":0.182991049409519,"score_spread":0.1346704229556711,"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."}}