{"id":"W2087608733","doi":"10.1088/0264-9381/24/19/s28","title":"Search method for unmodeled transient gravitational waves associated with SGR flares","year":2007,"lang":"en","type":"article","venue":"Classical and Quantum Gravity","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Department of Science and Technology, Ministry of Science and Technology, India; Columbia University; Alexander von Humboldt-Stiftung; Max-Planck-Gesellschaft; Council of Scientific and Industrial Research, India; National Science Foundation","keywords":"Physics; Gravitational wave; Detector; Waveform; Transient (computer programming); Noise (video); Astrophysics; Sensitivity (control systems); SIGNAL (programming language); Optics; Electronic engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009168463,0.0001938393,0.0002821856,0.00009542963,0.0003536129,0.00007415554,0.0001208501,0.00007175254,0.0000329101],"category_scores_gemma":[0.00003872061,0.0001434239,0.0001301229,0.0002460568,0.0002205394,0.0001071189,0.00003148146,0.0002689512,0.000003698002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003158887,"about_ca_system_score_gemma":0.00009782553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004366698,"about_ca_topic_score_gemma":0.00003438825,"domain_scores_codex":[0.9983379,0.0001097699,0.0002537697,0.0003895759,0.0003860601,0.0005228959],"domain_scores_gemma":[0.9980727,0.001190548,0.00005706639,0.0001159428,0.000294322,0.0002694615],"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":[0.0007593049,0.0008426659,0.007420836,0.00004569909,0.0002848634,0.000008878736,0.0006002312,0.0001364654,0.01011044,0.9577286,0.001036472,0.0210255],"study_design_scores_gemma":[0.003342261,0.0008867179,0.253347,0.00006908012,0.00009397727,0.000003380806,0.0008617151,0.05642451,0.003389789,0.6770308,0.00396928,0.0005814343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8228325,0.00004118046,0.1734627,0.001511197,0.00005433405,0.0004934354,0.001048224,0.00001475479,0.0005416477],"genre_scores_gemma":[0.9898185,0.000001125153,0.006655846,0.00006289421,0.0001452426,0.00003690036,0.0008782124,0.00002089399,0.002380397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2806978,"threshold_uncertainty_score":0.5848657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743740116362913,"score_gpt":0.3625186995428564,"score_spread":0.3350812983792272,"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."}}