{"id":"W4299686952","doi":"10.1051/0004-6361/201220985","title":"Orbital and physical parameters of eclipsing binaries from the All-Sky Automated Survey catalogue","year":2014,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Science and Technology Facilities Council; National Astronomical Observatory of Japan; University of Leicester; Queen's University; California Institute of Technology; Fundacja na rzecz Nauki Polskiej; National Science Foundation; Queen's University Belfast; University of Cambridge; Keele University; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Sky; Binary number; Binary star; Astronomy; Orbital elements; Stars","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":[0.0003580683,0.0002469532,0.0002646062,0.002849143,0.0003760879,0.0006070108,0.0003621752,0.0001830966,0.004806431],"category_scores_gemma":[0.0007414949,0.0001252517,0.0001605489,0.002455939,0.0001389868,0.0003476086,0.0005853943,0.0001486551,0.002921024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003178704,"about_ca_system_score_gemma":0.000407269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200961,"about_ca_topic_score_gemma":0.02413558,"domain_scores_codex":[0.9997756,0.00002519851,0.00002640525,0.00005444421,0.0000782264,0.0000401187],"domain_scores_gemma":[0.9992089,0.00006953841,0.0002601891,0.000200011,0.0001699397,0.00009154697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000390083,0.0001224036,0.9504647,0.0000990256,0.00009100777,0.00008267691,0.0002341192,0.001434419,0.005215223,0.0005610886,0.009557893,0.03174744],"study_design_scores_gemma":[0.000008154149,0.00002124974,0.9929508,0.000005766254,0.00001387893,0.00007675958,0.00005263813,0.0006586264,0.0003317733,0.0000778042,0.005798218,0.000004377558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304629,0.0002391499,0.0007429521,0.00002125245,0.000008001069,0.00003712699,0.06194268,0.0001567927,0.006389048],"genre_scores_gemma":[0.7573681,0.0001944927,0.002550209,0.00003164079,0.00001694567,0.00006415291,0.2366033,0.00006875845,0.003102423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01200961,"threshold_uncertainty_score":0.02387941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446837826673314,"score_gpt":0.2215682724215699,"score_spread":0.2070998941548368,"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."}}