{"id":"W2915630840","doi":"10.22444/ibvs.6195","title":"CCD Minima for Selected Eclipsing Binaries in 2016","year":2017,"lang":"en","type":"article","venue":"Information Bulletin on Variable Stars","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living North","funders":"","keywords":"Physics; Maxima and minima; Astrophysics; Astronomy; Mathematics; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0002242789,0.000141646,0.0001521459,0.000148406,0.000242752,0.0003176225,0.0001946174,0.00007814143,0.0001928046],"category_scores_gemma":[0.0004044886,0.0001466091,0.00002802148,0.00008401436,0.0000341698,0.0004444882,0.00002168787,0.0001340163,0.0002624421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008575923,"about_ca_system_score_gemma":0.00003644952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009006999,"about_ca_topic_score_gemma":0.000004889729,"domain_scores_codex":[0.9991763,0.000008784501,0.0003179872,0.00008354129,0.0001219669,0.0002913938],"domain_scores_gemma":[0.9993711,0.00009840876,0.00009366147,0.0002971146,0.00009718824,0.00004249782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004098045,0.00009765822,0.001330799,0.0007594608,0.0001163644,0.000005797501,0.00421912,0.1815185,0.002322274,0.0158982,0.7369992,0.05632276],"study_design_scores_gemma":[0.001291046,0.00004647639,0.002251489,0.0001621112,0.000007479469,0.000003164739,0.0001650516,0.06152602,0.001730625,0.000276628,0.9322601,0.0002798201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6429719,0.000147322,0.03347715,0.006608559,0.004206202,0.002116661,0.0004164692,0.001794996,0.3082607],"genre_scores_gemma":[0.9806177,0.00005204643,0.01719809,0.0005334679,0.0001248509,0.00008568413,0.0001211071,0.00004273329,0.001224336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3376458,"threshold_uncertainty_score":0.5978547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007222578025919421,"score_gpt":0.2102920791480881,"score_spread":0.2030695011221687,"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."}}