{"id":"W4242906993","doi":"10.1242/jcs.235671","title":"First person – Aryeh Babkoff","year":2019,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Cytokinesis; Hebrew; Survivin; Selection (genetic algorithm); Library science; Classics; Genetics; Cell; Cell division; History; Apoptosis","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":[0.0003495194,0.00005937827,0.00008052253,0.00005285964,0.00005876148,0.0000313475,0.0003665957,0.00004089384,0.00004641077],"category_scores_gemma":[0.00002702867,0.00004690859,0.00007190519,0.0001124398,0.00008865965,0.00001055591,0.00004747018,0.00007601449,0.00002896109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001701977,"about_ca_system_score_gemma":0.0001716085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002210564,"about_ca_topic_score_gemma":0.000003824495,"domain_scores_codex":[0.9993866,0.000008146651,0.0001245313,0.0001254964,0.0001949787,0.0001602164],"domain_scores_gemma":[0.9995131,0.000004987436,0.0001404864,0.0001287348,0.0001280173,0.00008465985],"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":[0.00001351278,0.00002485914,0.001702087,0.000007227978,0.000002659405,0.000002064628,0.00004772218,0.0001373047,0.9966866,0.00001652503,0.001155379,0.0002040404],"study_design_scores_gemma":[0.0004140949,0.0005224732,0.004459666,0.00002148421,0.000008668439,0.0001055973,0.0001919964,0.0003487514,0.9222513,0.00001753203,0.07153419,0.0001242479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915146,0.0003145089,0.0005053434,0.0001384202,0.0003085075,0.00004073388,8.733737e-7,0.000001014713,0.007175951],"genre_scores_gemma":[0.9963195,0.0001850547,0.001265837,0.0001759647,0.0001338617,2.038585e-7,4.308971e-7,0.000004614677,0.001914474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07443532,"threshold_uncertainty_score":0.1912877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005110646106213561,"score_gpt":0.2108400205882379,"score_spread":0.2057293744820244,"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."}}