{"id":"W4245726866","doi":"10.1242/jcs.257253","title":"First person – Veena Mathew","year":2020,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute","funders":"","keywords":"Biology; Budding yeast; Control (management); Genetics; Gene; Management; Saccharomyces cerevisiae","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005019273,0.00005122626,0.00007423103,0.00003832888,0.00009884857,0.00004165892,0.0005060731,0.00003277947,0.00004856441],"category_scores_gemma":[0.000283903,0.00003961769,0.00005494973,0.0002224491,0.0001596502,0.000009292115,0.00008568029,0.0001205059,0.00002529456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001753103,"about_ca_system_score_gemma":0.0003454278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002108266,"about_ca_topic_score_gemma":0.000001012286,"domain_scores_codex":[0.9991197,0.00001912315,0.0001233661,0.0001305341,0.0004121704,0.0001951119],"domain_scores_gemma":[0.9993888,0.000006383303,0.00007083535,0.0001080899,0.0001718853,0.0002539959],"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":[0.00002532579,0.00001622131,0.0001593809,0.00001230193,0.000001906559,0.00001332814,0.0001420341,0.00005640245,0.997437,0.000007541768,0.001544938,0.0005836191],"study_design_scores_gemma":[0.0002052908,0.0006020617,0.0004689095,0.000008430482,0.000002197781,0.00003451646,0.000126723,0.00040157,0.9417129,0.00000724656,0.05637246,0.00005773574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894553,0.0003721102,0.001774783,0.003488088,0.00006431825,0.00005922965,0.000001005921,0.000001848739,0.004783312],"genre_scores_gemma":[0.9971833,0.00009197483,0.001943529,0.0002819927,0.0002509806,5.187627e-7,1.609857e-7,0.000004970128,0.0002425617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05572414,"threshold_uncertainty_score":0.1615563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605256826470202,"score_gpt":0.2826852270843007,"score_spread":0.2566326588195986,"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."}}