{"id":"W4390703372","doi":"10.1242/jcs.261791","title":"Cell Scientist to Watch – Maria Ioannou","year":2024,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; STED microscopy; Endocytic cycle; Neuroscience; Cell; Superresolution","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":[0.0008115489,0.00009762862,0.00009738831,0.0001326018,0.0001083439,0.0001758793,0.0006886464,0.00004673977,0.00002054619],"category_scores_gemma":[0.00006537081,0.00007791414,0.00007009479,0.0005888746,0.0002934391,0.00002759144,0.0002021215,0.0001373934,0.00002714073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005275251,"about_ca_system_score_gemma":0.0003882936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002086535,"about_ca_topic_score_gemma":0.000001220077,"domain_scores_codex":[0.9988303,0.00001417201,0.0002337434,0.0002784373,0.0003578689,0.0002854543],"domain_scores_gemma":[0.9992815,0.000007778729,0.00008055742,0.0002192425,0.0002242774,0.000186634],"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":[0.0000118815,0.00002446931,0.00008903383,0.00001354573,0.000001191952,0.000022286,0.00004854272,0.00002963436,0.9802209,0.00003420178,0.01844605,0.001058296],"study_design_scores_gemma":[0.00005110731,0.0002752388,0.00009398456,0.00003547532,0.000004477339,0.00005386058,0.00002516846,0.00003431561,0.8760788,0.0001253275,0.1231318,0.00009046702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8027656,0.002134269,0.1834567,0.0009850441,0.001880943,0.0001948027,0.000009814685,0.00002791492,0.008544919],"genre_scores_gemma":[0.8958008,0.0001350219,0.1004437,0.0002084517,0.0002064699,0.000001504112,7.62101e-7,0.0000120883,0.003191193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046858,"threshold_uncertainty_score":0.3177246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003828960149567951,"score_gpt":0.2847255274759046,"score_spread":0.2808965673263367,"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."}}