{"id":"W2288147320","doi":"10.1093/mnras/stw451","title":"Limits on Fast Radio Bursts and other transient sources at 182 MHz using the Murchison Widefield Array","year":2016,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Physics; Astrophysics; Fast radio burst; Flux (metallurgy); Transient (computer programming); Intergalactic travel; Population; Dispersion (optics); Limiting; Interstellar medium; Limiting magnitude; Sky; Astronomy; Galaxy; Optics; 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":[0.0001332784,0.0002243248,0.0002680895,0.00001412363,0.0003507886,0.00003402877,0.0004323056,0.00008344232,0.0001154169],"category_scores_gemma":[0.000005725487,0.0001150431,0.0003098618,0.00006922824,0.0004721836,0.0000634682,0.0001000757,0.000201901,0.000005329346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007442643,"about_ca_system_score_gemma":0.00002782343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003903345,"about_ca_topic_score_gemma":0.00002140727,"domain_scores_codex":[0.9988434,0.00006181025,0.0002946408,0.0003176214,0.0001346478,0.0003478459],"domain_scores_gemma":[0.9990495,0.000212524,0.0002295047,0.0004177666,0.00002349305,0.00006717578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157192,0.0002860444,0.6759632,0.00001329885,0.0005119283,3.669901e-8,0.001317501,0.2937055,0.003032108,0.001797042,0.001013911,0.02224368],"study_design_scores_gemma":[0.005171021,0.0006673185,0.7070338,0.0004178971,0.0006346952,1.511232e-7,0.003754363,0.1404599,0.0616983,0.0004202347,0.07844643,0.001295928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939792,0.00007846234,0.00206172,0.002903435,0.0001255827,0.0002567369,0.00008325266,0.00002204348,0.0004895579],"genre_scores_gemma":[0.9972143,9.907246e-8,0.002105946,0.00007965519,0.0002051902,0.00001721484,0.000001802396,0.00002318738,0.0003526492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1532457,"threshold_uncertainty_score":0.4691322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326291807315453,"score_gpt":0.2086023865193944,"score_spread":0.1953394684462399,"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."}}