{"id":"W2070014887","doi":"10.1086/422386","title":"The New DAB White Dwarf PG 1603+432 and the DAO/DAB Phenomenon","year":2004,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Physics; White dwarf; Phenomenon; Astrophysics; 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":[0.0001034247,0.0002145256,0.0003005848,0.0005741491,0.000710167,0.0006476028,0.0002052743,0.0004254133,0.001561323],"category_scores_gemma":[0.0002458983,0.0001233536,0.0001369777,0.0005218153,0.0007875357,0.0003704223,0.0008604705,0.0003765015,0.0004556555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003399912,"about_ca_system_score_gemma":0.0001785392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592079,"about_ca_topic_score_gemma":0.002800561,"domain_scores_codex":[0.9998835,0.000005730411,0.000006675816,0.00003665436,0.00003143232,0.00003597548],"domain_scores_gemma":[0.9998519,0.000007354078,0.00003810251,0.00001325406,0.000006564956,0.00008274079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001964301,0.0002993657,0.7871619,0.0002162781,0.00008535698,0.02519056,0.00237224,0.0001691934,0.1088093,0.01115879,0.005046998,0.05752575],"study_design_scores_gemma":[0.00007711865,0.0002088046,0.9119737,0.00002588295,0.00004367371,0.04628832,0.001142037,0.0002309097,0.003673664,0.004856325,0.03146159,0.00001784128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911739,0.0006717137,0.0002482219,0.0002085746,0.00003503149,0.00000815519,0.0001437135,0.00003590043,0.007474833],"genre_scores_gemma":[0.9984938,0.0001521804,0.0001197731,0.0001070094,0.00003500532,0.000003407838,0.0001822255,0.000006994478,0.0008996209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002592079,"threshold_uncertainty_score":0.005223095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007268845506894502,"score_gpt":0.208517641915475,"score_spread":0.2012487964085805,"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."}}