{"id":"W6893719750","doi":"10.5281/zenodo.3429602","title":"A classification of CEMP stars based on neutron density that reveals the important role of the i process and the need for better nuclear physics data","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Nucleosynthesis; Nuclear astrophysics; Stars; r-process; Nuclear reaction; Nuclear data; Neutron; Neutron capture","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":[0.0007961919,0.0003558431,0.0003811442,0.0004694927,0.0005729295,0.0009134942,0.0005609834,0.0007059628,0.0009681138],"category_scores_gemma":[0.002017195,0.0001694532,0.0004245903,0.0004277205,0.0004524364,0.0004746762,0.000615332,0.0004066386,0.0002227697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008610279,"about_ca_system_score_gemma":0.000337655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004864194,"about_ca_topic_score_gemma":0.004673393,"domain_scores_codex":[0.9998447,0.00004586116,0.000009395944,0.0000542101,0.00002123487,0.00002456562],"domain_scores_gemma":[0.9993308,0.0002639595,0.00008605268,0.00008877191,0.00009648726,0.0001340282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001455222,0.000256994,0.5298344,0.0001413549,0.0001824051,0.0006060753,0.0004578186,0.3982727,0.0298755,0.01466201,0.001769781,0.02248582],"study_design_scores_gemma":[0.000134609,0.0002320215,0.08411545,0.00002242818,0.00002976329,0.0001737525,0.0002187466,0.9041785,0.005903993,0.003846193,0.001119844,0.00002477517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958727,0.00005647657,0.002056797,0.00009526764,0.000005535372,0.0000174713,0.0002275066,0.00004570446,0.001622464],"genre_scores_gemma":[0.9965053,0.00003019437,0.002723471,0.00001984464,0.000002739272,0.00001028302,0.0005034819,0.00002303415,0.000181604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004864194,"threshold_uncertainty_score":0.009671748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03235753921207142,"score_gpt":0.2584378074350192,"score_spread":0.2260802682229478,"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."}}