{"id":"W1981166332","doi":"10.1086/501160","title":"The Galaxy Hosts and Large‐Scale Environments of Short‐Hard Gamma‐Ray Bursts","year":2006,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Lawrence Livermore National Laboratory; Comisión Nacional de Investigación Científica y Tecnológica; Conselho Nacional de Desenvolvimento Científico e Tecnológico; U.S. Department of Energy; Consejo Nacional de Investigaciones Científicas y Técnicas; California Institute of Technology; National Aeronautics and Space Administration; National Science Foundation","keywords":"Physics; Astrophysics; Astronomy; Galaxy; Gamma-ray burst; Dwarf galaxy; Supernova; Redshift","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":[0.0002354826,0.00019154,0.0002353017,0.00002010725,0.0005219056,0.0001310874,0.0003423017,0.00002788647,0.00008383343],"category_scores_gemma":[0.000002050265,0.0001016973,0.0001888586,0.00007351075,0.0002758095,0.00009569708,0.0001127815,0.0004217215,0.00002549125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002311014,"about_ca_system_score_gemma":0.00002403767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003999563,"about_ca_topic_score_gemma":0.000002456865,"domain_scores_codex":[0.9985889,0.00009640129,0.0003254554,0.0001663164,0.0003785504,0.0004444232],"domain_scores_gemma":[0.999364,0.00009074523,0.0001215549,0.0002808945,0.00003170317,0.0001110978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002333121,0.0008480921,0.695427,0.000008843553,0.0004511967,0.0000193316,0.0007853262,0.00044125,0.1766556,0.01745909,0.005721905,0.1019491],"study_design_scores_gemma":[0.0008425899,0.0001836796,0.9730591,0.00002987117,0.00009747956,0.00001546196,0.0009408248,0.00030574,0.004217759,0.004463581,0.01562296,0.0002209252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886554,0.000150847,0.009687014,0.0005813742,0.0001171609,0.0001052271,0.00002367916,0.000005230486,0.0006740624],"genre_scores_gemma":[0.9973226,0.00001891254,0.0005465746,0.00001662074,0.001172775,0.000005534224,0.000005664067,0.00002138711,0.0008899005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2776321,"threshold_uncertainty_score":0.4147094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005666287197634294,"score_gpt":0.2051663165111593,"score_spread":0.199500029313525,"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."}}