{"id":"W2332147304","doi":"10.3847/0004-637x/823/2/117","title":"A SURVEY OF CHEMICAL SEPARATION IN ACCRETING NEUTRON STARS","year":2016,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Chemical composition; Stars; Neutron star; Hydrogen; Helium; Range (aeronautics); Convection; Abundance of the chemical elements; Dispersion (optics); Accretion (finance)","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":[0.0003996855,0.0002648273,0.0003032777,0.002156336,0.0003366717,0.0005129544,0.0002853889,0.0003519608,0.0006442306],"category_scores_gemma":[0.0007641157,0.0001637722,0.0002154205,0.001266486,0.0002279683,0.0003956037,0.0004468918,0.0001503081,0.0001848239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003542739,"about_ca_system_score_gemma":0.0001626519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106332,"about_ca_topic_score_gemma":0.001244165,"domain_scores_codex":[0.9997944,0.00003340164,0.00001696145,0.00005073886,0.00007862996,0.00002582709],"domain_scores_gemma":[0.9995428,0.0001261911,0.0001580555,0.00002609473,0.00008795925,0.00005896767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005714138,0.0001246465,0.8907301,0.0001781457,0.0001630143,0.000429086,0.0002035519,0.01631321,0.05645068,0.001768541,0.0002312112,0.0328364],"study_design_scores_gemma":[0.00001905887,0.0003732856,0.9157955,0.00003061045,0.00005374808,0.0009926904,0.0003105758,0.03165305,0.04279264,0.001330953,0.006616353,0.00003156334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968163,0.000768779,0.000599789,0.00001174485,0.000001191465,0.000003699583,0.0001692772,0.0000184898,0.001610742],"genre_scores_gemma":[0.9983448,0.0004547144,0.0005135267,0.000006085766,0.00000225743,0.000001493666,0.0003984072,0.000006564006,0.0002720078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002156336,"threshold_uncertainty_score":0.00418812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707261836821588,"score_gpt":0.273673860896525,"score_spread":0.2566012425283091,"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."}}