{"id":"W4396897014","doi":"10.1242/jcs.262252","title":"First person – Laura Quirion","year":2024,"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","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":[0.0004316216,0.00004896653,0.00005218098,0.00006990337,0.00006801142,0.00006004877,0.0001740255,0.0000355239,0.00003636205],"category_scores_gemma":[0.00001277027,0.00003743327,0.00007807541,0.0001659058,0.0001150794,0.00001329932,0.00001036923,0.00007441279,0.000008394076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001563188,"about_ca_system_score_gemma":0.0001532167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002122477,"about_ca_topic_score_gemma":0.000006555189,"domain_scores_codex":[0.9994343,0.000005678125,0.0001143893,0.0001115002,0.0002220799,0.000112038],"domain_scores_gemma":[0.9997261,0.000003673784,0.00004601585,0.00007473048,0.00007964943,0.00006985568],"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":[0.00001211332,0.00001140905,0.0002404966,0.00001674642,0.000002539176,0.00002027827,0.0001321643,0.00004972817,0.9986902,0.00004200704,0.0002871505,0.0004951178],"study_design_scores_gemma":[0.0001585375,0.0003763927,0.001980952,0.00005841483,0.00001818854,0.0001341967,0.0002040903,0.0008032781,0.7570093,0.00004564346,0.2391053,0.0001057136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978509,0.002668627,0.01528629,0.0003613665,0.0006119216,0.00002538704,8.082295e-7,0.000003258204,0.002533356],"genre_scores_gemma":[0.9983392,0.0003295362,0.0003853524,0.00003403858,0.0002613633,1.991154e-7,0.000005719751,0.000004283576,0.0006402961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2416809,"threshold_uncertainty_score":0.1526484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009101423482506503,"score_gpt":0.2284225287761581,"score_spread":0.2193211052936516,"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."}}