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Sloan Foundation; Johns Hopkins University; Planetary Science Division; Carnegie Institution of Washington; University of Portsmouth; New Mexico State University; University of Utah; Queen's University; Harvard University; Ohio State University; National Aeronautics and Space Administration; University System of Taiwan; Flatiron Health; Yale University; U.S. Department of Energy; Smithsonian Institution; Universität Hamburg; National Astronomical Observatories, Chinese Academy of Sciences; California Institute of Technology; Vanderbilt University; University of Toronto; Lawrence Berkeley National Laboratory; Yunnan University; National Science Foundation","keywords":"White dwarf; Astrophysics; Physics; Polar; Intermediate polar; Zeeman effect; Spectral line; Accretion (finance); Magnetic field; Stellar classification; Sky; Astronomy; Stars","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003445215,0.0001941676,0.000156915,0.001528226,0.0002096441,0.0003924443,0.0001918002,0.00008930232,0.001337161],"category_scores_gemma":[0.000402221,0.00006840408,0.00009237249,0.0009240945,0.000202429,0.0002665168,0.0006104824,0.00009083305,0.0003390439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321718,"about_ca_system_score_gemma":0.0001994486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005332944,"about_ca_topic_score_gemma":0.01062585,"domain_scores_codex":[0.999782,0.00001909493,0.00002472072,0.00007045166,0.00005670097,0.00004707284],"domain_scores_gemma":[0.9996549,0.00002466669,0.0001298821,0.00003771893,0.00006320866,0.00008963222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009212113,0.0000231989,0.9823478,0.00003359363,0.00003602184,0.0001648248,0.0001214639,0.00006765719,0.002946578,0.0001905846,0.0007389618,0.01323721],"study_design_scores_gemma":[0.00000246383,0.00001497883,0.9960511,0.000008967596,0.00001398812,0.000167522,0.000181932,0.0001137615,0.0005115431,0.00004069049,0.002891678,0.000001340091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953927,0.0004024815,0.0003438503,0.000026715,0.000007311532,0.00001403685,0.001690732,0.00002531237,0.002096876],"genre_scores_gemma":[0.9949861,0.0001291425,0.0005459719,0.00001909806,0.000008261007,0.000005856295,0.003628661,0.000004598096,0.0006723467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005332944,"threshold_uncertainty_score":0.01060379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185992160900799,"score_gpt":0.2450280031870306,"score_spread":0.2231680815780226,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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