{"id":"W6891853645","doi":"10.48550/arxiv.1809.00675","title":"The 1989 and 2015 outbursts of V404 Cygni: a global study of wind-related optical features","year":2018,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Spectral line; Emission spectrum; Line (geometry); Outflow; Spectroscopy; Optical spectra","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":[0.0001658131,0.0002206359,0.0003625345,0.00007719131,0.00007553885,0.00002007346,0.0003449383,0.0002977116,0.000008806544],"category_scores_gemma":[0.0000300348,0.0001966562,0.0001063995,0.0002857785,0.0001880639,0.0000466936,0.0002947208,0.000333802,0.000009676904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032692,"about_ca_system_score_gemma":0.00003280033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002007841,"about_ca_topic_score_gemma":0.0004526606,"domain_scores_codex":[0.9990339,0.0000861053,0.0002709956,0.0003250676,0.00009950919,0.0001844486],"domain_scores_gemma":[0.9990697,0.00006945038,0.0001275672,0.0005139547,0.0001287683,0.00009058337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001025075,0.0009465559,0.07085786,0.001382659,0.005360985,0.00034191,0.00694796,0.877192,0.0004549087,0.02596326,0.007173796,0.002353077],"study_design_scores_gemma":[0.01101954,0.002267154,0.4861785,0.001280129,0.00204761,0.0001222432,0.01729611,0.4603361,0.001021209,0.01172911,0.003853333,0.002848964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925266,0.0002922743,0.0004776497,0.00001733501,0.0008579012,0.0004146973,0.00002632672,0.0001161591,0.005271051],"genre_scores_gemma":[0.999209,0.0001226282,0.0000102781,0.000001757268,0.00003785502,4.122669e-7,0.000003192753,0.00001612621,0.0005986795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4168559,"threshold_uncertainty_score":0.8019406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489212390735351,"score_gpt":0.180195847278059,"score_spread":0.1553037233707055,"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."}}