{"id":"W7105825306","doi":"10.1242/jcs.264493","title":"First person – Sudeshna Nag","year":2025,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"First person; Function (biology); Graduate students; Biogenesis; Mitochondrion; Selection (genetic algorithm); Lysosome","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":[0.005966533,0.0008946809,0.0008679268,0.001067251,0.01027453,0.005814577,0.001061853,0.00248195,0.1143833],"category_scores_gemma":[0.02576408,0.0006473535,0.0003545034,0.0006578107,0.002367546,0.004446606,0.005397254,0.007257781,0.04992265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003907727,"about_ca_system_score_gemma":0.007475969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003522851,"about_ca_topic_score_gemma":0.004519159,"domain_scores_codex":[0.9918994,0.003490705,0.0003380791,0.001223479,0.002254576,0.0007938815],"domain_scores_gemma":[0.9725448,0.00397297,0.001510563,0.001820026,0.01036042,0.009791335],"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":[0.0001421607,0.0002057071,0.001651478,0.0002783862,0.00001364889,0.001928855,0.05431365,0.00006232553,0.00381115,0.009027812,0.86386,0.06470477],"study_design_scores_gemma":[0.000008667172,0.00004016226,0.000577035,0.000153577,0.000002820836,0.001351494,0.02843373,0.00005756238,0.0004451558,0.001060913,0.9678382,0.00003063019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1019678,0.01761338,0.02114963,0.4374589,0.08496121,0.001558535,0.00310982,0.002919738,0.329261],"genre_scores_gemma":[0.2059171,0.003395194,0.009094737,0.1197332,0.00320398,0.001357891,0.0004425529,0.001063757,0.6557916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1143833,"threshold_uncertainty_score":0.3826503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009175882544930016,"score_gpt":0.248075906067742,"score_spread":0.238900023522812,"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."}}