{"id":"W4395479859","doi":"10.48550/arxiv.2404.15425","title":"The chemistry of extra-solar materials from white dwarf planetary systems","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Aeronautics and Space Administration; Vanderbilt University; National Science Foundation","keywords":"White dwarf; Astrobiology; Solar System; White (mutation); Astronomy; Astrophysics; Physics; Chemistry; 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":[0.0001456249,0.0003953296,0.0003454089,0.00103087,0.000699063,0.0008680939,0.0003201163,0.0004607401,0.003598289],"category_scores_gemma":[0.0002427838,0.0002856236,0.000292388,0.0005319757,0.0002526881,0.001023476,0.0006434805,0.0005493734,0.001223915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006273414,"about_ca_system_score_gemma":0.0002874131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656386,"about_ca_topic_score_gemma":0.002805178,"domain_scores_codex":[0.9997625,0.000009796255,0.00000773611,0.00008490134,0.00008098144,0.0000541657],"domain_scores_gemma":[0.9998757,0.0000136045,0.00003278642,0.000009477827,0.00003700383,0.00003150598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004449947,0.0000784579,0.07097622,0.001065566,0.0002466854,0.000881631,0.0005516892,0.0006197419,0.8901,0.001410794,0.002301525,0.03132263],"study_design_scores_gemma":[0.00006283049,0.0006866342,0.5479975,0.0002131964,0.0002249497,0.002212314,0.001177111,0.002129628,0.3510303,0.00312458,0.09105513,0.00008581982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565091,0.01975713,0.002334066,0.0003273705,0.0003311515,0.00006275637,0.003770228,0.0001535015,0.01675465],"genre_scores_gemma":[0.9831459,0.006412738,0.001561427,0.0003754788,0.0001328291,0.00002528329,0.003037587,0.000109837,0.005198938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003598289,"threshold_uncertainty_score":0.01203752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675494472693851,"score_gpt":0.1513299442412702,"score_spread":0.1245749995143317,"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."}}