{"id":"W4223999892","doi":"10.1242/jcs.260034","title":"First person – Kazuki Ueda","year":2022,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Lipid metabolism and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Lipid metabolism; Library science; Biochemistry","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":[0.0008026187,0.00005456767,0.00007882886,0.00006842106,0.0003330339,0.0000255579,0.0005105974,0.00001658159,0.0001056509],"category_scores_gemma":[0.00006322555,0.00004272174,0.00007078733,0.0001925202,0.0001122218,0.000008231708,0.0001270379,0.00008756913,0.000003614032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001837503,"about_ca_system_score_gemma":0.000254289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002268992,"about_ca_topic_score_gemma":0.000001567701,"domain_scores_codex":[0.9991721,0.0000230453,0.0001316849,0.0001229997,0.0003900911,0.0001600923],"domain_scores_gemma":[0.9995268,0.000007328326,0.0001605123,0.0001335766,0.00008090999,0.00009089006],"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":[0.00002288735,0.00004960627,0.0003213689,0.00000329221,0.000002732313,0.00000395947,0.0001110719,0.00008902204,0.9965675,0.000008365728,0.002156198,0.0006639716],"study_design_scores_gemma":[0.0001379593,0.0001604425,0.001407896,0.000001650814,0.00000660197,0.00005669495,0.0003157943,0.00001404141,0.7334777,0.000004083164,0.26436,0.00005714248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954001,0.0007124061,0.0001252692,0.0002778565,0.0006063337,0.00002665549,0.000002490357,0.000001171553,0.002847684],"genre_scores_gemma":[0.9974939,0.00005516042,0.0009792458,0.0001914009,0.0003253211,8.891302e-7,4.160379e-7,0.000003974928,0.0009496871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2630898,"threshold_uncertainty_score":0.2561461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00838252322469188,"score_gpt":0.211774949484109,"score_spread":0.2033924262594171,"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."}}