{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003867985,0.0004313802,0.000366308,0.0020445,0.000525364,0.0006522391,0.0004910004,0.0004273095,0.01699409],"category_scores_gemma":[0.0003953706,0.0002457764,0.0005092242,0.002015857,0.0001775771,0.0003186299,0.0006709484,0.0004211642,0.006246167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007923012,"about_ca_system_score_gemma":0.0004419791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.015592,"about_ca_topic_score_gemma":0.02642988,"domain_scores_codex":[0.9997147,0.00002009256,0.000007568955,0.00006907039,0.00009665752,0.00009182526],"domain_scores_gemma":[0.9996756,0.00001351242,0.00005685792,0.0001361398,0.00005488144,0.00006291756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001277146,0.0006345146,0.2130046,0.000466502,0.0002815377,0.001192725,0.001738458,0.007933064,0.1642376,0.00766047,0.4382256,0.1633478],"study_design_scores_gemma":[0.00008300932,0.00009213046,0.7330531,0.00004658538,0.00006409174,0.0003711006,0.0001801755,0.005661322,0.01904331,0.001154093,0.2401892,0.00006180948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5580034,0.0004202323,0.01974352,0.0004430026,0.0003663449,0.0003797347,0.318555,0.01014671,0.09194212],"genre_scores_gemma":[0.5892423,0.0001649659,0.03428025,0.0003128557,0.0002346781,0.0003783369,0.3545052,0.002638313,0.01824308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01699409,"threshold_uncertainty_score":0.05685091,"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."}}