{"id":"W4391318742","doi":"10.1017/pasa.2024.7","title":"A commensal Fast Radio Burst search pipeline for the Murchison Widefield Array","year":2024,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of Australia","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Western Australia; Australian Government; Commonwealth Scientific and Industrial Research Organisation; Curtin University of Technology; Astronomy Australia Limited; Science and Industry Endowment Fund; National Aeronautics and Space Administration","keywords":"Physics; Fast radio burst; Murchison meteorite; Pipeline (software); Astronomy; Radio astronomy; LOFAR; Radio telescope; Astrophysics; Chondrite; Computer science; Galaxy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007065803,0.0004615726,0.0003631879,0.0006859223,0.0004774905,0.0006164925,0.0009179211,0.0004302377,0.01001153],"category_scores_gemma":[0.001403291,0.0003668282,0.0003816887,0.0005742717,0.0002276416,0.0007522911,0.0008781353,0.0004517581,0.003471598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004997165,"about_ca_system_score_gemma":0.0008453208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00472172,"about_ca_topic_score_gemma":0.006519753,"domain_scores_codex":[0.999551,0.00006512307,0.00002054017,0.0001164459,0.0001811873,0.0000656386],"domain_scores_gemma":[0.9994068,0.000114253,0.00004573523,0.0001373018,0.0002164967,0.00007937187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00236452,0.0001702411,0.01646521,0.0001520894,0.000166362,0.0005893242,0.0004442676,0.01781521,0.2502595,0.005954879,0.02422148,0.6813969],"study_design_scores_gemma":[0.0006855938,0.001006515,0.02968017,0.00005142718,0.0001058654,0.001190451,0.0003296958,0.6631485,0.2001747,0.006555837,0.09686747,0.000203868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1445996,0.0004833994,0.7919983,0.0004507738,0.0001289388,0.00030559,0.001942992,0.04746995,0.01262028],"genre_scores_gemma":[0.3166955,0.00007503958,0.6718518,0.0001589876,0.00004753295,0.0001662129,0.002881633,0.0009886534,0.007134722],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01001153,"threshold_uncertainty_score":0.03349191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04461024173903937,"score_gpt":0.3648085272278163,"score_spread":0.3201982854887769,"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."}}