{"id":"W2077993761","doi":"10.1086/344947","title":"Variability-selected Quasars in MACHO Project Magellanic Cloud Fields","year":2003,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Quasar; Large Magellanic Cloud; Physics; Astrophysics; Astronomy; Small Magellanic Cloud; Redshift; Stars; Galaxy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002270269,0.0001453033,0.0001680638,0.001042675,0.0002924485,0.0003528984,0.0001612171,0.000120807,0.0008397167],"category_scores_gemma":[0.001047734,0.00009394322,0.0001280952,0.000626436,0.0001405116,0.0002815097,0.0003568995,0.0001039785,0.0001629437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481673,"about_ca_system_score_gemma":0.00008925515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003070488,"about_ca_topic_score_gemma":0.005660282,"domain_scores_codex":[0.9998547,0.00001783538,0.000009361352,0.00003440929,0.00002530097,0.00005842086],"domain_scores_gemma":[0.9992286,0.0001841536,0.0003086476,0.00006346226,0.00006644322,0.0001486689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001183587,0.00002448521,0.9915255,0.000007792757,0.0000153094,0.0002234473,0.0001648938,0.0001533274,0.003139277,0.00005547216,0.0001402585,0.004431894],"study_design_scores_gemma":[0.000003946118,0.00002885848,0.9987053,0.00000126423,0.000006938862,0.0003194463,0.0000725975,0.0002339155,0.0003935166,0.00002664203,0.0002053776,0.000002154978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994705,0.00003348572,0.00005911757,0.000005071858,7.538126e-7,0.000002242796,0.0002160813,0.000004855462,0.0002079611],"genre_scores_gemma":[0.9991879,0.00002216274,0.00006067354,0.000003589607,0.000003559882,0.000002398106,0.0006404112,0.000001359747,0.0000778707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003070488,"threshold_uncertainty_score":0.006105185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008445164217946215,"score_gpt":0.2224379684056847,"score_spread":0.2139928041877385,"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."}}