{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004843293,0.0001790374,0.0001819574,0.00001065045,0.0002795743,0.0000862262,0.0002138665,0.00002231223,0.0009219283],"category_scores_gemma":[0.000006971777,0.0001323049,0.0001132331,0.00008067218,0.00005022276,0.00009460513,0.00008129788,0.0001896009,0.0004371388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001152681,"about_ca_system_score_gemma":0.00009810103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004027723,"about_ca_topic_score_gemma":0.000005913836,"domain_scores_codex":[0.9991075,0.00002827225,0.0001794738,0.0002365286,0.0001278544,0.0003203561],"domain_scores_gemma":[0.9993513,0.0001707107,0.00007710002,0.0002020741,0.00001893959,0.0001798898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003507604,0.00001362754,0.8434702,0.000001867906,0.0001431259,0.000001211475,0.000310126,0.00003111189,0.000008503542,0.001729832,0.07674204,0.07751334],"study_design_scores_gemma":[0.0005037302,0.00009211154,0.260906,0.000004088737,0.00004114151,3.804147e-7,0.000429761,0.00006285974,0.00009977685,0.0002489692,0.7374674,0.0001437763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07270727,0.002085237,0.02823335,0.02161287,0.001437494,0.0008047158,0.00003633072,0.0001795377,0.8729032],"genre_scores_gemma":[0.9947728,0.000008297487,0.001013135,0.0003124599,0.001920015,0.00001157394,0.00003453752,0.00001635954,0.001910857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9220655,"threshold_uncertainty_score":0.9999914,"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."}}