{"id":"W4405558537","doi":"10.3847/1538-3881/ad9451","title":"frb-voe: A Real-time Virtual Observatory Event Alert Service for Fast Radio Bursts","year":2024,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Observatory; Event (particle physics); Astronomy; Virtual observatory; Astrophysics","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002606501,0.001979532,0.001439641,0.002678958,0.0006100464,0.002478341,0.003176715,0.001601061,0.0384285],"category_scores_gemma":[0.008872042,0.001387277,0.001015002,0.001291168,0.0005400353,0.002793646,0.004431146,0.001821464,0.01827801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007917756,"about_ca_system_score_gemma":0.0009417878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006946331,"about_ca_topic_score_gemma":0.005000697,"domain_scores_codex":[0.9987275,0.0001865527,0.000105712,0.0002437469,0.0005386961,0.0001976777],"domain_scores_gemma":[0.9963152,0.001186263,0.0003589028,0.001015584,0.0005353261,0.0005887839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004292502,0.0005381201,0.02076334,0.0009132887,0.000593668,0.0009048096,0.0009599978,0.01334077,0.0273807,0.007881045,0.6937603,0.2286714],"study_design_scores_gemma":[0.002737465,0.0003798443,0.01655554,0.0003121663,0.0002193252,0.0006245322,0.0001881133,0.3063034,0.04691586,0.01360355,0.6114006,0.0007597361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.007586446,0.0003178914,0.1236193,0.000338059,0.0003098283,0.0003236433,0.01606238,0.8450139,0.006428468],"genre_scores_gemma":[0.3526417,0.001176923,0.2345823,0.002050092,0.0009218707,0.00182651,0.1481911,0.2208838,0.03772571],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.0384285,"threshold_uncertainty_score":0.1285562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590081577111184,"score_gpt":0.3183706409442236,"score_spread":0.3024698251731117,"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."}}