{"id":"W3015444500","doi":"","title":"LIGO/Virgo S190814bv: CFHTphotometryof AT2019npv","year":2019,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"LIGO; Physics; Astrophysics; Astronomy; Gravitational wave","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004102469,0.0001320952,0.0002607273,0.0003092956,0.0001669249,0.00005720184,0.000308588,0.0001333797,0.0001947604],"category_scores_gemma":[0.000006042721,0.0001420731,0.0001063939,0.0003913933,0.0001782126,0.0002774079,0.0001159237,0.0003115073,0.0001607587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006038518,"about_ca_system_score_gemma":0.0000213712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005048382,"about_ca_topic_score_gemma":0.000015298,"domain_scores_codex":[0.9985703,0.00008346062,0.0001389047,0.000263534,0.0005838883,0.0003599304],"domain_scores_gemma":[0.9992875,0.00004742191,0.00003996353,0.0003121613,0.000156093,0.0001568116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007841145,0.00008812422,0.4788401,0.001057674,0.0004251798,0.0001030081,0.001023973,0.0003584384,0.5114679,0.0001399097,0.005384055,0.001033276],"study_design_scores_gemma":[0.002667445,0.0007452224,0.5507937,0.0007501774,0.0002251593,0.00005276876,0.008505628,0.009310271,0.391956,0.0000841121,0.03376533,0.00114419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946098,0.0002305448,0.00003960267,0.00006318378,0.0001381952,0.0002335697,0.000009272281,0.00006828112,0.004607494],"genre_scores_gemma":[0.9645572,0.0001753303,0.0001740322,0.000002017636,0.00005550427,5.820482e-7,0.000006970315,0.00001509029,0.03501332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195119,"threshold_uncertainty_score":0.5793574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05410650043328223,"score_gpt":0.2720874260203582,"score_spread":0.217980925587076,"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."}}