{"id":"W4403208937","doi":"10.1051/0004-6361/202450959","title":"QSO MUSEUM","year":2024,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Gemini Observatory; Natural Sciences and Engineering Research Council of Canada; European Southern Observatory; National Science Foundation","keywords":"Quasar; Physics; Astrophysics; OVV quasar; Galaxy; Astronomy; Intergalactic travel; Redshift","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":[0.0007896188,0.0006818008,0.0005484652,0.002271685,0.001142177,0.002895697,0.000854567,0.0007589018,0.5025908],"category_scores_gemma":[0.002592889,0.0002239846,0.0004342058,0.001843909,0.0003435542,0.0017108,0.002371058,0.0007194623,0.276122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008178101,"about_ca_system_score_gemma":0.000711999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003299073,"about_ca_topic_score_gemma":0.003170959,"domain_scores_codex":[0.9993634,0.00006241973,0.00004514391,0.0001335418,0.0002603413,0.0001352572],"domain_scores_gemma":[0.9991041,0.0001137928,0.0000751559,0.000230623,0.0002737483,0.0002026512],"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":[0.0001644883,0.0000649885,0.004586914,0.0004163223,0.00001501976,0.0002645727,0.0003442683,0.0001285942,0.001487157,0.01981055,0.7992504,0.1734667],"study_design_scores_gemma":[0.00001664143,0.00001756971,0.004045786,0.00007011602,0.000005667038,0.0001974351,0.00009739512,0.00009369694,0.0001703011,0.002350607,0.992927,0.000007757841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0101516,0.003006285,0.004717729,0.003643987,0.00190892,0.0005157443,0.1342908,0.00686714,0.8348977],"genre_scores_gemma":[0.09795901,0.003407918,0.005452386,0.003866337,0.001658747,0.0003375183,0.2346289,0.002272532,0.6504167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5025908,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005206736809188406,"score_gpt":0.1948143152171288,"score_spread":0.1896075784079404,"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."}}