{"id":"W3111400705","doi":"10.1016/j.newast.2020.101558","title":"The Overcontact Binary BO Arietis","year":2020,"lang":"en","type":"article","venue":"New Astronomy","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dominion Astrophysical Observatory; Herzberg Institute of Astrophysics","funders":"National Science Foundation","keywords":"Physics; Light curve; Astrophysics; Radial velocity; Binary number; Astronomy; Stars","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":[0.0003873205,0.0003322436,0.0005727453,0.001086863,0.002443121,0.002182984,0.0003574256,0.001005155,0.0211669],"category_scores_gemma":[0.001212138,0.0001863642,0.0001572396,0.001144505,0.0008550708,0.001342454,0.001684118,0.001159677,0.005532084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005639217,"about_ca_system_score_gemma":0.0004462511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002500326,"about_ca_topic_score_gemma":0.00291109,"domain_scores_codex":[0.9996895,0.00003062886,0.00001077346,0.00008250681,0.00008154752,0.0001052324],"domain_scores_gemma":[0.9993833,0.00008044449,0.000119889,0.0001365691,0.00007493576,0.0002048482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.003030753,0.000480278,0.2113917,0.0004237933,0.000115275,0.006607919,0.004253855,0.0008333967,0.04736571,0.3119481,0.1333156,0.2802336],"study_design_scores_gemma":[0.0003129667,0.0007688562,0.3173794,0.0002548004,0.000109215,0.02451166,0.003045811,0.004446284,0.009750587,0.06551946,0.5737744,0.0001265749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6976365,0.00126116,0.002715531,0.003009854,0.0008724756,0.00003543409,0.002218253,0.0008108387,0.2914399],"genre_scores_gemma":[0.9738129,0.0001197072,0.0006068047,0.0005845602,0.0002223871,0.000006843605,0.001491024,0.0001129932,0.02304274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0211669,"threshold_uncertainty_score":0.07081032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332826083427758,"score_gpt":0.2131799700943231,"score_spread":0.1998517092600455,"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."}}