{"id":"W4388942515","doi":"10.1242/jcs.261775","title":"First person – Amber Shaheen","year":2023,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Cellular transport and secretion","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Windsor; Drosophila (subgenus); Neuroscience; Library science; Genetics; Ecology; Gene","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":[0.0004915791,0.0000479227,0.00005997826,0.00007413265,0.00009318753,0.00002299866,0.0002162771,0.00003508426,0.00003517261],"category_scores_gemma":[0.00002264073,0.00003872766,0.00007014432,0.0002755858,0.0001081541,0.000008669921,0.00001826125,0.00005707529,0.00002172419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000965219,"about_ca_system_score_gemma":0.00009744507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002834696,"about_ca_topic_score_gemma":0.000008163055,"domain_scores_codex":[0.9993734,0.000006126031,0.0001139434,0.0001027969,0.0002552092,0.0001485256],"domain_scores_gemma":[0.9996334,0.000003789825,0.00008547968,0.00009439977,0.0000998234,0.00008316345],"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":[0.00001391658,0.00001067322,0.002258317,0.000005260849,0.00000200203,0.00001286667,0.0001063677,0.0001392751,0.9967129,0.000008228973,0.0005978371,0.0001323528],"study_design_scores_gemma":[0.000393076,0.0003224736,0.04276897,0.00001784451,0.00001408096,0.00005216542,0.0002944385,0.000391255,0.8107774,0.00004171013,0.1447925,0.0001341055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946218,0.0001289603,0.001652898,0.0002502355,0.0002437047,0.00002439701,9.448621e-7,0.00000324998,0.003073832],"genre_scores_gemma":[0.9978491,0.0001898019,0.0002287667,0.00004674189,0.0001759697,2.829986e-7,0.00001131684,0.000004291472,0.001493724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1859355,"threshold_uncertainty_score":0.1579268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306859086228887,"score_gpt":0.232203341624919,"score_spread":0.2191347507626301,"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."}}