{"id":"W2124749424","doi":"10.1093/mnras/stv1190","title":"Constraints on the distribution and energetics of fast radio bursts using cosmological hydrodynamic simulations","year":2015,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Physics; Astrophysics; Redshift; Galaxy; Milky Way; Fast radio burst; Supermassive black hole; Universe; Velocity dispersion; Population; Astronomy","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":[0.0001992612,0.0001060232,0.0001688349,0.000005875513,0.0001295687,0.00002160372,0.0002058148,0.00004304251,0.00003223765],"category_scores_gemma":[0.00003361122,0.00006178064,0.0001690398,0.00006395466,0.000643413,0.00003222655,0.0001307414,0.0001707191,8.75852e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000552896,"about_ca_system_score_gemma":0.00005897695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007880032,"about_ca_topic_score_gemma":0.000001154723,"domain_scores_codex":[0.9991712,0.00009435042,0.0002176795,0.0001398133,0.0002037725,0.0001732104],"domain_scores_gemma":[0.9992449,0.0003035069,0.0001462052,0.0001537048,0.000076973,0.00007476969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002299523,0.0001147061,0.02787887,0.000003704953,0.00007227189,2.081487e-8,0.0001118269,0.967704,0.0001266682,0.003428918,0.0001615608,0.0003744713],"study_design_scores_gemma":[0.0003372584,0.00005369632,0.07283859,0.00001636778,0.00003463751,7.290399e-9,0.0003971392,0.9242324,0.0003199521,0.001645041,0.00005624471,0.0000686767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977722,0.00001501532,0.0002444479,0.0004541558,0.00004830377,0.0001495602,0.001172503,0.000001796539,0.0001419729],"genre_scores_gemma":[0.999115,2.515542e-8,0.0006034523,0.000008495453,0.00006354342,0.000002381144,0.0001124364,0.000005524601,0.00008909244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04495972,"threshold_uncertainty_score":0.2519341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138173698470089,"score_gpt":0.280451249558046,"score_spread":0.259069512573345,"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."}}