{"id":"W2080774718","doi":"10.1051/0004-6361/201116448","title":"Short period eclipsing binary candidates identified using SuperWASP","year":2011,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Facilities Council; Queen's University; Queen's University Belfast","keywords":"Period (music); Stars; Binary number; Limit (mathematics); Light curve; Astrophysics; Contact binary; Physics; Binary star; Sequence (biology); Astronomy; Mathematics; Biology; Genetics; Mathematical analysis; Arithmetic","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003121491,0.0002746392,0.0003595158,0.002316684,0.000501905,0.0005688046,0.0002176235,0.0001926236,0.002801409],"category_scores_gemma":[0.0005811958,0.000191378,0.000284432,0.00157491,0.0002068285,0.0004655334,0.000600579,0.0001592638,0.0008541766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836709,"about_ca_system_score_gemma":0.0001647475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009478172,"about_ca_topic_score_gemma":0.002808797,"domain_scores_codex":[0.9998317,0.00001330547,0.00001089601,0.00004412016,0.00004811865,0.00005183393],"domain_scores_gemma":[0.9994078,0.0001034141,0.0001822708,0.00008355501,0.00008495057,0.0001380373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001493337,0.000102719,0.7713999,0.0001906509,0.0001033527,0.003005623,0.0007012821,0.001175591,0.1313504,0.0008463265,0.002090749,0.0875401],"study_design_scores_gemma":[0.00002023046,0.000199334,0.9712051,0.0000182426,0.00005604208,0.003078611,0.0002385204,0.003833093,0.01457981,0.0004144679,0.006332357,0.00002423055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996004,0.000100561,0.001075482,0.00001809749,0.000007305689,0.00001610822,0.0005439283,0.00008063862,0.00215385],"genre_scores_gemma":[0.9948672,0.00007163763,0.002699154,0.00001029272,0.0000107275,0.00001426407,0.001667381,0.00001540635,0.0006439705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002801409,"threshold_uncertainty_score":0.009371698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360943296298311,"score_gpt":0.2241544005917472,"score_spread":0.2005449676287641,"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."}}