{"id":"W4251086384","doi":"10.1242/jcs.258998","title":"First person – Nicholas Iannantuono","year":2021,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Cellular transport and secretion","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Bridge (graph theory); Selection (genetic algorithm); Abscission; Library science; Genetics; Anatomy; Artificial intelligence","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":[0.0003608205,0.00005225055,0.00007162675,0.00003571003,0.0001030233,0.00003750196,0.0001972257,0.00004000259,0.00005628064],"category_scores_gemma":[0.00004227049,0.00004410047,0.00008920269,0.0001677511,0.000105476,0.00001112702,0.00001835906,0.00007773093,0.000004960027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000123337,"about_ca_system_score_gemma":0.0002906356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001311645,"about_ca_topic_score_gemma":0.00001211099,"domain_scores_codex":[0.9993571,0.00001028417,0.0001336894,0.0001270329,0.0002349362,0.0001369248],"domain_scores_gemma":[0.9994238,0.000003042076,0.0001020222,0.0001250107,0.0002475308,0.00009857215],"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":[0.00001351475,0.00003114743,0.001380512,0.000005925081,0.000002671338,0.00003288372,0.00008339485,0.00005278781,0.9980477,0.0000126928,0.000157699,0.0001790863],"study_design_scores_gemma":[0.0002322926,0.0001341122,0.005203286,0.00001280994,0.000009283159,0.0001249009,0.0001747912,0.00005816545,0.8778011,0.00001538827,0.1161667,0.00006724653],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874958,0.001217872,0.005881261,0.0003312157,0.0003336993,0.00001684239,8.46357e-7,0.000001141432,0.00472128],"genre_scores_gemma":[0.996987,0.0003608041,0.0009557107,0.00009504622,0.0001693225,1.627547e-7,0.0000083346,0.000003843953,0.001419814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202466,"threshold_uncertainty_score":0.1798365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009874162050515473,"score_gpt":0.221152902708264,"score_spread":0.2112787406577485,"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."}}