{"id":"W2981440784","doi":"10.1093/mnras/stz2997","title":"The LOFAR Tied-Array All-Sky Survey (LOTAAS): Characterization of 20 pulsar discoveries and their single-pulse behavior","year":2019,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Observatoire de Paris, Université de Recherche Paris Sciences et Lettres; Université d'Orléans; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Centre National de la Recherche Scientifique; Science and Technology Facilities Council; European Commission","keywords":"Pulsar; LOFAR; Physics; Astrophysics; Sky; Radio telescope; Telescope; Astronomy; Flux (metallurgy); Green Bank Telescope","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006230162,0.0001553972,0.000204458,0.002062293,0.0003939012,0.0005375497,0.0003325843,0.0001682725,0.001312719],"category_scores_gemma":[0.001356619,0.0001143052,0.0002464066,0.0008593042,0.0002083188,0.0004136833,0.0005986853,0.0001898421,0.0005094067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003140287,"about_ca_system_score_gemma":0.0002208162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003481576,"about_ca_topic_score_gemma":0.006822788,"domain_scores_codex":[0.9997053,0.00005633738,0.00002990521,0.00008369338,0.00006705937,0.00005764265],"domain_scores_gemma":[0.9983187,0.0003160473,0.0005206843,0.0003018375,0.0002174427,0.000325365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001398684,0.00004349427,0.9741676,0.00004017969,0.0000776314,0.0001036905,0.0001381901,0.0004246536,0.007508771,0.000153005,0.001329877,0.01587301],"study_design_scores_gemma":[0.000006069364,0.00003000357,0.9970784,0.000003390329,0.00001060461,0.0001359302,0.0000339703,0.0006986462,0.0006874907,0.00003417293,0.001274751,0.000006553279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904214,0.0002045768,0.00119518,0.00004104154,0.000005842284,0.00001641659,0.005861206,0.0001243659,0.002129957],"genre_scores_gemma":[0.9827807,0.00009580992,0.00238823,0.00005804657,0.00002193194,0.00003036752,0.0139499,0.00003392326,0.000641242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003481576,"threshold_uncertainty_score":0.006922603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155542813623956,"score_gpt":0.2484817448207047,"score_spread":0.2369263166844651,"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."}}