{"id":"W2889809775","doi":"","title":"Discovery and characterisation of fast radio transients","year":2018,"lang":"en","type":"article","venue":"UvA-DARE (University of Amsterdam)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut de Ciències del Cosmos; Fonds de recherche du Québec – Nature et technologies; Max-Planck-Gesellschaft; Natural Sciences and Engineering Research Council of Canada; European Commission; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministerio de Economía y Competitividad; Universities Space Research Association; Breakthrough Prize Foundation; Canadian Institute for Advanced Research; National Aeronautics and Space Administration; National Science Foundation","keywords":"Pulsar; Physics; Astrophysics; Radio telescope; Sky; Millisecond; Radio wave; Astronomy; Telescope; Observer (physics); Radio signal; Radio frequency; Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004501261,0.0001647711,0.0002641459,0.002138316,0.0003255212,0.001098984,0.0003769243,0.0005252368,0.001118871],"category_scores_gemma":[0.0008734909,0.0001539402,0.0002114109,0.001453693,0.0002674402,0.000653491,0.0004488007,0.0005111159,0.0005449966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002024429,"about_ca_system_score_gemma":0.0001459554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005060683,"about_ca_topic_score_gemma":0.0006248578,"domain_scores_codex":[0.9998274,0.00001561465,0.00001498795,0.00005612888,0.00004608093,0.00003965653],"domain_scores_gemma":[0.999185,0.0001834665,0.0003085476,0.0001013915,0.0001344209,0.00008707576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004647007,0.0001119625,0.2967993,0.0005785247,0.0001081383,0.001560557,0.001037978,0.001054569,0.5722057,0.005652547,0.001857079,0.1185691],"study_design_scores_gemma":[0.00002674191,0.0003240989,0.9125526,0.0001277256,0.00009195798,0.005894467,0.0007087131,0.00213477,0.0470845,0.003274182,0.02772519,0.00005499415],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96915,0.008320979,0.01235078,0.0003380111,0.00007453639,0.00006651835,0.001468344,0.00011858,0.008112329],"genre_scores_gemma":[0.9743885,0.005769931,0.01345499,0.0001429233,0.0001702718,0.00006472694,0.003092747,0.00005308495,0.002862752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002138316,"threshold_uncertainty_score":0.003742993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008350023859010227,"score_gpt":0.2452407950621412,"score_spread":0.236890771203131,"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."}}