{"id":"W3106424508","doi":"10.1017/s1743921320000265","title":"Searching for ZZ Ceti white dwarfs in the Gaia survey","year":2019,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"White dwarf; Instability strip; Physics; Stars; Photometry (optics); Parallax; Astrophysics; Sirius; Astronomy; Observatory; Cepheid variable","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":[0.0003253102,0.0001498664,0.0001903652,0.001623811,0.0003336052,0.0005017168,0.0001861895,0.0001135672,0.0005999917],"category_scores_gemma":[0.0006275644,0.00008358638,0.0001396152,0.001048178,0.0002242577,0.0001462428,0.0005310737,0.0001445372,0.0002435844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307928,"about_ca_system_score_gemma":0.000245424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007292861,"about_ca_topic_score_gemma":0.01472058,"domain_scores_codex":[0.9998426,0.00001535055,0.00001016578,0.00004816454,0.00004047441,0.00004316482],"domain_scores_gemma":[0.9994233,0.00005163779,0.0002098773,0.0000570876,0.00008443223,0.000173688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003834011,0.000007378479,0.9903322,0.000006990629,0.0000134613,0.00008421719,0.0001491716,0.00003951606,0.004993324,0.0001277355,0.0001225103,0.004085026],"study_design_scores_gemma":[0.000001193214,0.00001608858,0.9987195,0.000001639313,0.000006143558,0.00009230453,0.000120303,0.000177349,0.0003645341,0.00002434004,0.0004761152,7.169172e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987394,0.0001053101,0.0001806318,0.00002173082,0.000001735554,0.000005142126,0.0001511547,0.00001263558,0.0007822618],"genre_scores_gemma":[0.999162,0.00004888873,0.0002015131,0.00001180443,0.000001550517,0.000002434544,0.0003388742,0.000002729563,0.0002302698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007292861,"threshold_uncertainty_score":0.01450086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556879446405059,"score_gpt":0.2412565959010713,"score_spread":0.2256878014370207,"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."}}