{"id":"W4229829053","doi":"10.1103/physrevd.96.062002","title":"","year":2017,"lang":"en","type":"article","venue":"Research Publications (Maastricht University)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Human Resource Development; Australian Research Council; Science and Technology Facilities Council; Istituto Nazionale di Fisica Nucleare; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, India; Royal Society; Ministerio de Economía y Competitividad; Max-Planck-Gesellschaft; Narodowe Centrum Nauki; National Research Foundation of Korea; Industry Canada; Govern de les Illes Balears; Ministry of Science and Technology of the People's Republic of China; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Centre National de la Recherche Scientifique; Council of Scientific and Industrial Research, India; National Research Foundation; Abdus Salam International Centre for Theoretical Physics; Instituto Nazionale di Fisica Nucleare; European Commission; Russian Foundation for Basic Research; ICTP South American Institute for Fundamental Research; Canadian Institute for Advanced Research; Ministero dello Sviluppo Economico; Institut des Origines de Lyon; Leverhulme Trust; Scottish Funding Council; Scottish Universities Physics Alliance; Hungarian Scientific Research Fund; Ontario Ministry of Economic Development and Innovation; Science and Engineering Research Board; National Science Foundation; Kavli Foundation; Research Corporation for Science Advancement","keywords":"LIGO; Gravitational wave; Physics; Sky; Amplitude; Astrophysics; Neutron star; Population; Galaxy; Astronomy; Optics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008402854,0.0005093519,0.0003289435,0.001217237,0.00110811,0.001872671,0.0008664341,0.0007514356,0.01583195],"category_scores_gemma":[0.002632417,0.0001877364,0.0003755907,0.001041841,0.0004053077,0.001030921,0.001576976,0.0004341381,0.009720528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284355,"about_ca_system_score_gemma":0.0004454935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002395883,"about_ca_topic_score_gemma":0.003344636,"domain_scores_codex":[0.9991075,0.0001051553,0.00004426338,0.000224983,0.0002987361,0.0002193299],"domain_scores_gemma":[0.998198,0.0003638343,0.000221694,0.0005491638,0.0004010548,0.0002664062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000844648,0.0008669982,0.2533122,0.0006974271,0.0002336669,0.003265807,0.001745347,0.006691434,0.04418615,0.02964921,0.1032792,0.555228],"study_design_scores_gemma":[0.00006261146,0.0008238889,0.2052933,0.0001668739,0.0001790702,0.007368524,0.001224279,0.008674677,0.07571928,0.02248667,0.677859,0.0001418127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6534312,0.003660149,0.05366156,0.003435018,0.001148047,0.0004045055,0.02015928,0.002200831,0.2618994],"genre_scores_gemma":[0.8666594,0.002692608,0.03902556,0.001732211,0.0006564432,0.0001472042,0.03149916,0.0005913685,0.05699594],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9841681,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09442362232762211,"score_gpt":0.4256261838562472,"score_spread":0.3312025615286252,"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."}}