{"id":"W4362472275","doi":"10.1051/0004-6361/202346048","title":"Unveiling the chemical fingerprint of phosphorus-rich stars","year":2023,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Universidad Nacional Autónoma de México; Magyar Tudományos Akadémia; Ministério da Ciência, Tecnologia e Inovação; University of Oxford; York University; University of Hull; Leibniz-Gemeinschaft; University of Notre Dame; European Regional Development Fund; Carnegie Mellon University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Agencia Canaria de Investigación, Innovación y Sociedad de la Información; European Commission; Ministerio de Ciencia e Innovación; Carnegie Institution of Washington; University of Utah; Ohio State University; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; University of Portsmouth; Vanderbilt University; Agencia Estatal de Investigación; Yale University","keywords":"Physics; Stars; Astrophysics; Astronomy; Phosphorus; Astrobiology","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":[0.0001544688,0.0001991218,0.0002165321,0.001496379,0.0002309337,0.0003506326,0.0002070623,0.0002218928,0.0008235505],"category_scores_gemma":[0.0003132752,0.0001460783,0.0001172018,0.0008670486,0.000267777,0.0003517914,0.0003709596,0.000164219,0.0004422657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353042,"about_ca_system_score_gemma":0.00009657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212537,"about_ca_topic_score_gemma":0.001675918,"domain_scores_codex":[0.9999095,0.000007651797,0.000005276581,0.00004549693,0.00001873805,0.00001330498],"domain_scores_gemma":[0.9997172,0.00003368433,0.000125561,0.00003160435,0.00004469318,0.00004723923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001534916,0.00002251169,0.7536553,0.00009363303,0.00008235707,0.000205275,0.0001361043,0.0005154133,0.234999,0.0002855818,0.0002070942,0.009644247],"study_design_scores_gemma":[0.000005829069,0.0000680021,0.985078,0.000005988972,0.00003481262,0.0002632263,0.00009067132,0.001435944,0.01082441,0.0002955816,0.001890298,0.000007344045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969465,0.0005960444,0.001027915,0.00002193441,0.000003058562,0.000005371419,0.0005354374,0.00003471714,0.0008289948],"genre_scores_gemma":[0.9966606,0.0002729885,0.002021207,0.00002936865,0.00001151053,0.000004991792,0.0007761215,0.00001661009,0.0002065678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001496379,"threshold_uncertainty_score":0.002755046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009322464750144593,"score_gpt":0.2090132893746849,"score_spread":0.1996908246245404,"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."}}