{"id":"W3201814109","doi":"10.3847/1538-4357/ac2fa7","title":"Types of Transients in the Centers of Post-starburst and Quiescent Balmer-strong Galaxies","year":2022,"lang":"en","type":"preprint","venue":"The Astrophysical Journal","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Physics; Galaxy; Astrophysics; Balmer series; Supernova; Active galactic nucleus; Astronomy; Light curve; Emission spectrum; Spectral line","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":[0.000407264,0.0001556849,0.0002114898,0.004119432,0.0003798746,0.0008693206,0.0003284618,0.0002554457,0.003821872],"category_scores_gemma":[0.001527502,0.00009675214,0.0002572675,0.001815606,0.000283446,0.0005381405,0.0006143885,0.0001507155,0.000837317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955218,"about_ca_system_score_gemma":0.0002196878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01266849,"about_ca_topic_score_gemma":0.01359236,"domain_scores_codex":[0.9997028,0.00001892843,0.0000311469,0.00008173844,0.00007323577,0.00009213416],"domain_scores_gemma":[0.9975812,0.0003097149,0.001193712,0.0002405653,0.0003138652,0.0003609151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004872466,0.0000230128,0.9866487,0.00002258931,0.00001836717,0.00008511803,0.000313263,0.00009139203,0.002271354,0.0001762767,0.001002933,0.009298249],"study_design_scores_gemma":[0.000002138788,0.00001279157,0.9983541,0.000007013075,0.000006815142,0.0001532037,0.000148449,0.0001455188,0.0003042568,0.00003632648,0.0008267734,0.00000271315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943162,0.000218773,0.0003275982,0.00003956636,0.000004348485,0.00001244611,0.002933498,0.0001046979,0.002042951],"genre_scores_gemma":[0.9934889,0.0001003174,0.0003419292,0.00002879498,0.00001066071,0.000007103343,0.005332543,0.00001400399,0.0006757214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266849,"threshold_uncertainty_score":0.02518952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186357103559918,"score_gpt":0.2373910647248333,"score_spread":0.2255274936892341,"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."}}