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National Astronomical Observatory of Japan; Ministry of Education, India; Conseil Régional, Île-de-France; Scottish Universities Physics Alliance; National Natural Science Foundation of China; National Research Foundation of Korea; Division of Human Resource Development; Korea Astronomy and Space Science Institute; Hungarian Scientific Research Fund; Generalitat de Catalunya; Generalitat Valenciana; Fonds Wetenschappelijk Onderzoek; Istituto Nazionale di Fisica Nucleare; U.S. Department of Energy; National Research, Development and Innovation Office; Great Southern Development Commission, Government of Western Australia; Agencia Estatal de Investigación; Govern de les Illes Balears; Korea Institute of Science and Technology Information; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Institute for Cosmic Ray Research, University of Tokyo; Council of Scientific and Industrial Research, India; Fundacja na rzecz Nauki Polskiej; Academia Sinica; Abdus Salam International Centre for Theoretical Physics; California Institute of Technology; Ministerio de Ciencia e Innovación; Leverhulme Trust; European Commission; Fonds De La Recherche Scientifique - FNRS; Russian Foundation for Basic Research; Russian Science Foundation; Scottish Funding Council; Institut des Origines de Lyon; Centres de Recerca de Catalunya; Science and Engineering Research Board; National Science Foundation","keywords":"LIGO; Gravitational wave; Physics; Astronomy; Detector; Computer science; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004831631,0.0001310899,0.0002056824,0.00001978632,0.0005831036,0.0004288288,0.002092303,0.00001220796,0.0005376011],"category_scores_gemma":[0.00001944395,0.00006940588,0.00006451458,0.0002161037,0.0001863313,0.0005315996,0.003070434,0.0003139808,0.00004129842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008642461,"about_ca_system_score_gemma":0.0000702562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005442944,"about_ca_topic_score_gemma":0.00002121882,"domain_scores_codex":[0.9986359,0.0001561288,0.0002826817,0.0001953542,0.0004322868,0.000297639],"domain_scores_gemma":[0.9987451,0.0004255797,0.0001474416,0.0005237165,0.00007397051,0.0000842003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009349274,0.0005463042,0.0464867,0.00003097996,0.001978536,0.00003034868,0.004005961,0.0005382819,0.1155905,0.4528307,0.3441955,0.03283139],"study_design_scores_gemma":[0.0009583235,0.000273116,0.294504,0.00007487225,0.00009811908,0.000003753034,0.00822728,0.001119511,0.001690135,0.6544058,0.0384254,0.0002197035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593014,0.0001086951,0.001249502,0.03050996,0.0001988515,0.0005553499,0.007812903,0.000008922698,0.0002543881],"genre_scores_gemma":[0.991034,0.00005809754,0.003919613,0.0001159649,0.001058386,0.00001778333,0.001603821,0.00002016632,0.002172197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.30577,"threshold_uncertainty_score":0.5886355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05415109384735305,"score_gpt":0.3626645857368774,"score_spread":0.3085134918895244,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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