{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004431007,0.0006903921,0.0008414504,0.001033315,0.009077035,0.004996134,0.0008271384,0.003600124,0.1152908],"category_scores_gemma":[0.02541621,0.0004979252,0.0002990314,0.0005808715,0.002867044,0.004918499,0.004031754,0.007512436,0.05041331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004157375,"about_ca_system_score_gemma":0.005959038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005318185,"about_ca_topic_score_gemma":0.005982496,"domain_scores_codex":[0.9929993,0.002640927,0.0002254105,0.0009688901,0.002431085,0.0007344082],"domain_scores_gemma":[0.9775226,0.003982694,0.001161331,0.001144667,0.007842443,0.008346254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003788307,0.00005259373,0.0004153803,0.00008943015,0.000003985926,0.0004953474,0.007156729,0.00001918291,0.0005920408,0.004236216,0.9616166,0.02528451],"study_design_scores_gemma":[0.000005128052,0.00002342664,0.0004275907,0.0001354957,0.000001234316,0.0008648704,0.007437278,0.00003110373,0.000133766,0.0008343268,0.990087,0.00001882714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02060447,0.02493628,0.006253677,0.6069718,0.1102585,0.0003650586,0.0009670138,0.001036991,0.2286062],"genre_scores_gemma":[0.1180583,0.00602123,0.002839236,0.2297068,0.00876902,0.0004561381,0.0002153787,0.0007235626,0.6332102],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1152908,"threshold_uncertainty_score":0.3856862,"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."}}