{"id":"W3217440745","doi":"10.3847/1538-4357/ac1c03","title":"3-OGC: Catalog of Gravitational Waves from Compact-binary Mergers","year":2021,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Physics; Database; LIGO; Binary number; Algorithm; Gravitational wave; Astrophysics; Computer science; Mathematics","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":[0.0001351806,0.0001167116,0.000211916,0.00003173712,0.0002227994,0.00006746735,0.0002665993,0.00001719308,0.000646459],"category_scores_gemma":[0.00001968063,0.00008032969,0.0002383653,0.0001819915,0.000181062,0.0001304806,0.0000643392,0.0004050106,0.00005831409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001775744,"about_ca_system_score_gemma":0.0001959104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004836673,"about_ca_topic_score_gemma":4.341642e-7,"domain_scores_codex":[0.998649,0.000199362,0.0002634362,0.0001350686,0.00051689,0.0002362406],"domain_scores_gemma":[0.9988849,0.0004009961,0.0001387874,0.0001778771,0.0002646827,0.0001327516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001561415,0.0007683418,0.003724864,0.000005873225,0.000665674,0.00005176029,0.0006436064,0.00560215,0.8697794,0.1015547,0.01022328,0.006824174],"study_design_scores_gemma":[0.00131147,0.0001951575,0.3691421,0.00007194081,0.0001098777,0.00001223139,0.002234461,0.00267602,0.03531818,0.5869992,0.001621359,0.0003080283],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943371,0.000105398,0.001730632,0.002133032,0.0001598013,0.00004927242,0.0007937234,0.000002216951,0.0006888496],"genre_scores_gemma":[0.995573,0.000003369427,0.001908898,0.00004294493,0.0007684114,0.000001522742,0.0004866458,0.0000115659,0.001203613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8344613,"threshold_uncertainty_score":0.7078273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481161008794259,"score_gpt":0.3103183691000588,"score_spread":0.2955067590121163,"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."}}