{"id":"W4253619897","doi":"10.1242/jcs.255174","title":"First person – Shan Ying","year":2020,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Endoplasmic Reticulum Stress and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Stress granule; Library science; Translation (biology); Genetics; Computer science; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001342385,0.00005100188,0.00006529769,0.00002117138,0.00008747461,0.000038804,0.000277621,0.00002020362,0.00002475368],"category_scores_gemma":[0.0001418824,0.00003938416,0.00006501118,0.0001118901,0.0001146185,0.000008583746,0.0000437021,0.00005575837,0.000004936892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007036989,"about_ca_system_score_gemma":0.0001386805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001248638,"about_ca_topic_score_gemma":6.699461e-7,"domain_scores_codex":[0.9994199,0.000007734845,0.0001095788,0.0001159419,0.0002178494,0.0001290365],"domain_scores_gemma":[0.9994763,0.000004749256,0.0001133788,0.00007189626,0.00009079203,0.0002429511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003368464,0.00002119337,0.002289233,0.00001489655,0.000002602105,0.00001956322,0.000157713,0.000367721,0.9950171,0.00001474298,0.001794339,0.0002672287],"study_design_scores_gemma":[0.0005774566,0.0005509938,0.003083851,0.00002360649,0.00001729161,0.00004338747,0.0006030631,0.001196134,0.9741728,0.00001503552,0.01957917,0.0001371783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927427,0.0004889303,0.0008156888,0.00106597,0.0001122814,0.0000231307,0.000001461414,0.000001545084,0.004748257],"genre_scores_gemma":[0.998346,0.0001055855,0.0008293164,0.0004339888,0.000211598,2.459008e-7,3.272042e-7,0.000003318136,0.00006958131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02084425,"threshold_uncertainty_score":0.1606039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137675518605118,"score_gpt":0.2324351381614579,"score_spread":0.2186675863009461,"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."}}