{"id":"W4400778529","doi":"10.1242/jcs.263411","title":"First person – Ke Shan and Trieu Le","year":2024,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Evolutionary biology","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":[0.0003504815,0.0000395551,0.0001007311,0.0001316626,0.00008594058,0.00003367814,0.0000557169,0.00001856186,0.00009370164],"category_scores_gemma":[0.00005084633,0.00002627511,0.00004088426,0.0002518374,0.0001920525,0.0001536091,0.000008940931,0.0001432467,0.00001618863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002498944,"about_ca_system_score_gemma":0.0003072055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004054811,"about_ca_topic_score_gemma":0.000001585037,"domain_scores_codex":[0.9995175,0.000007692499,0.0001018722,0.00009083623,0.0001843147,0.00009780181],"domain_scores_gemma":[0.9996701,0.00004066643,0.00004170687,0.00005029646,0.00007075519,0.0001264946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001219176,0.00006949068,0.0007086922,0.0001556119,0.000006595855,0.0003185669,0.00177664,0.00001381501,0.983296,0.0003926317,0.009220336,0.003919746],"study_design_scores_gemma":[0.004469203,0.00685048,0.08191803,0.001507126,0.0002013985,0.01482817,0.006531863,0.01417427,0.1710404,0.0007289515,0.6972957,0.0004543967],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780203,0.001771076,0.0004121167,0.004619393,0.0007917751,0.00003840416,4.490164e-7,0.00001057395,0.01433589],"genre_scores_gemma":[0.9958103,0.0001913002,0.0006175004,0.0003237728,0.0002274285,1.721556e-7,7.826574e-8,0.000002899669,0.002826559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8122556,"threshold_uncertainty_score":0.1071468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087323678765791,"score_gpt":0.2646048393289731,"score_spread":0.2437316025413152,"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."}}