{"id":"W4392666034","doi":"10.5506/aphyspolbsupp.17.2-a22","title":"Recent Developments in Testable Leptogenesis","year":2024,"lang":"en","type":"article","venue":"Acta Physica Polonica B Proceedings Supplement","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Leptogenesis; Physics; Nuclear physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002871086,0.0002098463,0.0001676244,0.00006263092,0.00007623394,0.00009253972,0.0002773089,0.00009479158,0.00007663757],"category_scores_gemma":[0.00006512084,0.0001755159,0.00006981954,0.000319591,0.00004307551,0.00001080633,0.000340415,0.0001240615,0.00002955913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009714465,"about_ca_system_score_gemma":0.0001323851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001528841,"about_ca_topic_score_gemma":0.00001237981,"domain_scores_codex":[0.9984261,0.0000113426,0.0002815567,0.0005785625,0.0002076779,0.0004948071],"domain_scores_gemma":[0.9996528,0.00001527679,0.00004633787,0.0001116695,0.0000930981,0.00008081069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005154267,0.0001769956,0.008592824,0.0000734014,0.00008028933,0.000005599304,0.0001245036,0.000002365577,0.6913802,0.0008975578,0.2949317,0.003683029],"study_design_scores_gemma":[0.0002032874,0.0002133525,0.002913948,0.00005176108,0.000009666486,0.000005019141,0.00006341361,0.00004716788,0.1408607,0.00003474442,0.8553761,0.0002208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653437,0.0009128818,0.000002648641,0.02852838,0.0001934975,0.0003313834,0.00002335526,0.00006374413,0.004600419],"genre_scores_gemma":[0.9972448,0.0007705363,0.0009721896,0.0002835791,0.0002539708,0.00007327399,0.0001003989,0.00002441893,0.0002768046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5604445,"threshold_uncertainty_score":0.7157332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735827483442635,"score_gpt":0.2722791258547536,"score_spread":0.2549208510203272,"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."}}