{"id":"W1982889225","doi":"10.1051/0004-6361:20034614","title":"An improved ephemeris and physical elements of ER Vul","year":2004,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Akademie Věd České Republiky","keywords":"Ephemeris; Physics; Astrophysics; Light curve; Binary number; Stars; Astronomy; Binary star; Dispersion (optics); Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005152453,0.0002253689,0.0002918168,0.002144243,0.0002910522,0.0008023328,0.000453003,0.0001696031,0.005596874],"category_scores_gemma":[0.001202476,0.0001316229,0.000241903,0.002203189,0.0001545473,0.0007050454,0.0008236734,0.0004830463,0.003086346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242919,"about_ca_system_score_gemma":0.0002249464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627097,"about_ca_topic_score_gemma":0.002531023,"domain_scores_codex":[0.9994661,0.00005478167,0.00008029478,0.0001919453,0.000140929,0.00006591681],"domain_scores_gemma":[0.9991878,0.00009126522,0.000160932,0.0003344959,0.0001979293,0.00002763729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000958904,0.0001896105,0.313384,0.0003279867,0.0001745087,0.0005173195,0.000829,0.01355697,0.05580838,0.02006642,0.03505148,0.5591353],"study_design_scores_gemma":[0.0000497184,0.00014408,0.6326459,0.00008590568,0.00008237889,0.002262886,0.0002927691,0.01186973,0.0268613,0.003911337,0.3217141,0.00007994296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7770925,0.0007617547,0.05072972,0.0002585466,0.0002127961,0.0001983321,0.06392755,0.002420087,0.1043987],"genre_scores_gemma":[0.8051785,0.000629998,0.08323742,0.0001123202,0.0001444662,0.0001390249,0.09053358,0.000725695,0.01929897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005596874,"threshold_uncertainty_score":0.01872343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005726577010288264,"score_gpt":0.2176362820573195,"score_spread":0.2119097050470313,"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."}}