{"id":"W4321597944","doi":"10.1242/jcs.261055","title":"First person – Tetsuaki Miyake","year":2023,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"RNA Research and Splicing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Selection (genetic algorithm); Library science; Artificial intelligence; Computer science","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":[0.0008063621,0.00004386775,0.0000598638,0.0001073003,0.0001433526,0.00004430628,0.000364628,0.00002550911,0.00001588256],"category_scores_gemma":[0.0001372749,0.00003301535,0.00005638119,0.0003679845,0.0001407629,0.00000887317,0.00005931276,0.00007860618,0.00002882271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001411638,"about_ca_system_score_gemma":0.0001926656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004328961,"about_ca_topic_score_gemma":0.000005175175,"domain_scores_codex":[0.9991836,0.00001104275,0.000103239,0.0001051453,0.0003576524,0.0002392963],"domain_scores_gemma":[0.9995232,0.000009990224,0.00007429418,0.000111526,0.0001354548,0.00014558],"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":[0.00001315569,0.00001032416,0.001169967,0.000005503422,0.000001926892,0.00001870645,0.00003939852,0.0001167064,0.9927892,0.000007702016,0.005063113,0.0007643002],"study_design_scores_gemma":[0.0003794127,0.0005630502,0.01176599,0.00002268366,0.000003718715,0.00007966397,0.000488783,0.001027443,0.9104242,0.00002540477,0.07511576,0.0001039091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961594,0.0001508234,0.000281386,0.0005320149,0.0001380567,0.00002468834,6.318326e-7,0.000002406176,0.002710564],"genre_scores_gemma":[0.9939703,0.0002138725,0.0005296219,0.00006071462,0.0001585979,4.02512e-7,4.057518e-7,0.000003879295,0.005062209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08236501,"threshold_uncertainty_score":0.1346327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833036280966576,"score_gpt":0.2864637941355889,"score_spread":0.2681334313259232,"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."}}