{"id":"W2059091879","doi":"10.1086/505169","title":"A Study of Compact Object Mergers as Short Gamma‐Ray Burst Progenitors","year":2006,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":297,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Gamma-ray burst; Neutron star; Compact star; Afterglow; Galaxy; Host (biology); Population; Stars","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":[],"consensus_categories":[],"category_scores_codex":[0.0001998807,0.000258775,0.00041201,0.00006190913,0.0003187152,0.00011365,0.0004504861,0.00002471977,0.0001944896],"category_scores_gemma":[0.00000300607,0.0001584838,0.0003371574,0.0002400433,0.0001381898,0.0001406904,0.0000513314,0.0005343912,0.00004645067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003078499,"about_ca_system_score_gemma":0.00009153732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008217387,"about_ca_topic_score_gemma":0.000004621438,"domain_scores_codex":[0.9981519,0.0001603419,0.0004709636,0.0002020703,0.0005738753,0.0004408494],"domain_scores_gemma":[0.9991876,0.00006272048,0.0001602054,0.0003137893,0.0001353104,0.0001403082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003407982,0.006491964,0.8860953,0.00000708223,0.001175613,0.00009119813,0.001823465,0.01014828,0.06916694,0.002324385,0.003601183,0.01873383],"study_design_scores_gemma":[0.00228297,0.002260571,0.972927,0.0000512991,0.0004588448,0.00003674096,0.01034246,0.0002276181,0.008001186,0.001670071,0.001187757,0.0005534556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970194,0.00002284476,0.0008022148,0.0001544674,0.0001999545,0.000278897,0.00001041182,0.00001611799,0.001495693],"genre_scores_gemma":[0.9974476,5.228358e-7,0.0001481504,0.000008287185,0.00205946,0.000007030686,0.000005576077,0.00003094972,0.0002924723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08683177,"threshold_uncertainty_score":0.6462781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234554143065543,"score_gpt":0.2524962205734153,"score_spread":0.2401506791427599,"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."}}