{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002343727,0.0007899329,0.0006977484,0.001015389,0.002171624,0.004049669,0.001026401,0.003986744,0.01940249],"category_scores_gemma":[0.007298233,0.0002471264,0.0006454047,0.0003210975,0.002072523,0.002786683,0.002254481,0.0101879,0.01329209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002073465,"about_ca_system_score_gemma":0.002620465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644867,"about_ca_topic_score_gemma":0.002456248,"domain_scores_codex":[0.9984059,0.0002655155,0.00006838789,0.0004053729,0.0006162919,0.0002384976],"domain_scores_gemma":[0.994988,0.0006557629,0.0002356049,0.0001923355,0.001482959,0.002445402],"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":[0.00002537869,0.00001543261,0.000290993,0.00007438249,0.000007841197,0.0003120241,0.0002586756,0.0000242283,0.0005917,0.00425694,0.9746851,0.01945743],"study_design_scores_gemma":[0.000004457157,0.00001704658,0.0001740884,0.00008919679,0.000004415855,0.0006852366,0.0002651192,0.00002512485,0.0002380002,0.001609151,0.9968785,0.000009644468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001670327,0.03636312,0.001704885,0.6957349,0.2338302,0.00003527978,0.0001762259,0.0003872838,0.03009777],"genre_scores_gemma":[0.03273816,0.03878501,0.002434433,0.4823523,0.1766996,0.0001252031,0.0002568141,0.0004938642,0.2661146],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01940249,"threshold_uncertainty_score":0.06490785,"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."}}