{"id":"W1554333313","doi":"10.1088/0264-9381/21/20/001","title":"Status of LIGO data analysis","year":2004,"lang":"en","type":"article","venue":"Classical and Quantum Gravity","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Max-Planck-Gesellschaft; Council of Scientific and Industrial Research, India; Alfred P. Sloan Foundation; Department of Science and Technology, Ministry of Science and Technology, India; David and Lucile Packard Foundation; National Science Foundation","keywords":"LIGO; Physics; Data analysis; Data science; Astronomy; Gravitational wave; Data mining; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.05237607,0.001759362,0.002630913,0.01626566,0.001698617,0.01730157,0.006036872,0.002563658,0.009540861],"category_scores_gemma":[0.07824985,0.001677318,0.002281156,0.01718011,0.002901913,0.0121596,0.008807966,0.003891936,0.01162356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004858256,"about_ca_system_score_gemma":0.005087864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006793888,"about_ca_topic_score_gemma":0.002695546,"domain_scores_codex":[0.9659506,0.009891383,0.002764603,0.004249374,0.01468777,0.002456231],"domain_scores_gemma":[0.9361992,0.015775,0.007122743,0.02112855,0.01506369,0.004710725],"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":[0.002009592,0.0002603189,0.06251059,0.002615521,0.0009569879,0.0002050454,0.001000724,0.003205273,0.003673793,0.05614702,0.4121957,0.4552194],"study_design_scores_gemma":[0.0002406124,0.0001263716,0.04064655,0.001439877,0.0003302557,0.0002763261,0.0004404821,0.008329268,0.004603158,0.02885293,0.9143791,0.0003350866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.07693445,0.07547177,0.175527,0.05924555,0.006052638,0.00165144,0.338701,0.1100548,0.1563614],"genre_scores_gemma":[0.2430144,0.02209928,0.2040062,0.01757687,0.007423571,0.002146274,0.4601124,0.02635053,0.0172704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05237607,"threshold_uncertainty_score":0.2769945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082989681084968,"score_gpt":0.3697134216492418,"score_spread":0.3288835248383921,"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."}}