{"id":"W4248344981","doi":"10.1242/jcs.225607","title":"Cell scientist to watch – Siobhan Braybrook","year":2018,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Plant Molecular Biology Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Cell and molecular biology; Plant biology; Library science; Plant development; Botany; Genetics","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":[0.001969601,0.0005916432,0.0004518448,0.0008006025,0.002683652,0.004130711,0.0009200567,0.003343841,0.05134786],"category_scores_gemma":[0.004410595,0.0002565677,0.0003436517,0.0003709796,0.001217223,0.002468865,0.002822801,0.008263262,0.02345102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002220594,"about_ca_system_score_gemma":0.004714318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003234464,"about_ca_topic_score_gemma":0.007303221,"domain_scores_codex":[0.9987669,0.0001547146,0.00004244519,0.0002597315,0.0005612422,0.000215001],"domain_scores_gemma":[0.9936705,0.0004352758,0.0001542638,0.0001900709,0.001458838,0.004091002],"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":[0.00001730019,0.00001464092,0.0001248069,0.00003067932,0.000001915215,0.0001063386,0.00008211956,0.000007336001,0.0002566328,0.00179547,0.9850178,0.012545],"study_design_scores_gemma":[0.000005664054,0.00001291756,0.0001909524,0.00004412195,0.000001841787,0.0001649818,0.0001405183,0.00001284171,0.0001096392,0.000553581,0.998758,0.000004963747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002412661,0.02935229,0.001127021,0.6280591,0.2622512,0.00008358294,0.0003149037,0.0003823192,0.07601693],"genre_scores_gemma":[0.02070946,0.02467942,0.00122091,0.3098232,0.08054387,0.0001177717,0.0004093902,0.0003400194,0.562156],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05134786,"threshold_uncertainty_score":0.1717757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385446678103153,"score_gpt":0.2567953522098887,"score_spread":0.2429408854288572,"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."}}