{"id":"W2153461225","doi":"10.1051/0004-6361/201220562","title":"Period and period change measurements for 143 SuperWASP eclipsing binary candidates near the short-period limit and discovery of a doubly eclipsing quadruple system","year":2012,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Facilities Council; Queen's University; Queen's University Belfast","keywords":"Period (music); Orbital period; Binary number; Period length; Contact binary; Physics; Astrophysics; Binary system; Mathematics","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":[0.0003547399,0.0001705025,0.000341941,0.002688364,0.0005874075,0.0005486476,0.0002378347,0.0002453664,0.001839908],"category_scores_gemma":[0.0008520104,0.0001884248,0.0001936196,0.001881274,0.0001870046,0.0004721698,0.0004538995,0.0002004019,0.0005875808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00024879,"about_ca_system_score_gemma":0.0001549085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209541,"about_ca_topic_score_gemma":0.002720031,"domain_scores_codex":[0.9998013,0.00001576367,0.00001988925,0.00005637752,0.00006952087,0.0000371421],"domain_scores_gemma":[0.9991879,0.000116815,0.0002913716,0.0001160031,0.0001309543,0.0001570139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001142582,0.0001185014,0.7933578,0.0001310426,0.0001034631,0.001741242,0.0007463355,0.0006570925,0.1606037,0.0007127817,0.001118845,0.03956669],"study_design_scores_gemma":[0.000008768723,0.00007397683,0.9921936,0.00000456729,0.00002201209,0.0007188162,0.00007971175,0.0008892569,0.004208686,0.00008809422,0.001705537,0.0000069025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976387,0.0001095792,0.0002993125,0.00001250647,0.000004388931,0.000008042342,0.0005839699,0.00002477939,0.001318706],"genre_scores_gemma":[0.9954798,0.0001107809,0.001180644,0.00001201634,0.00001789723,0.00001462683,0.00261944,0.00001716697,0.0005476026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002688364,"threshold_uncertainty_score":0.006155074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625269757358948,"score_gpt":0.2374001728822302,"score_spread":0.2011474753086407,"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."}}