{"id":"W4236556691","doi":"10.1242/jcs.258525","title":"First person – Zofia Ostrowska-Podhorodecka","year":2021,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Vimentin; Selection (genetic algorithm); Integrin; Cell adhesion; Library science; Cognitive science; Cell; Genetics; Immunology; Psychology; Computer science","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":[0.0003089996,0.00006093264,0.00007864053,0.00004750088,0.0001385691,0.00006247014,0.0002461445,0.00003656265,0.0001309756],"category_scores_gemma":[0.000125105,0.00005306514,0.0001044557,0.0001806653,0.00006225713,0.00001362557,0.00006207445,0.0001025965,0.00001023087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002361731,"about_ca_system_score_gemma":0.000332679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002079604,"about_ca_topic_score_gemma":0.00001219472,"domain_scores_codex":[0.9992901,0.00001451444,0.0001515368,0.0001478852,0.0002395698,0.0001563822],"domain_scores_gemma":[0.9991979,0.000006639182,0.0001401684,0.0001722884,0.0003686003,0.0001143843],"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":[0.000008569243,0.00004781657,0.00006747869,0.000003240664,0.000004441848,0.0000190911,0.00004025308,0.00004927225,0.9976112,0.00008093851,0.001800719,0.0002670017],"study_design_scores_gemma":[0.0001552692,0.0001757493,0.000265381,0.00001092782,0.000008632107,0.0002467975,0.0002731836,0.0002282968,0.8982734,0.00003187663,0.1002677,0.00006276992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819164,0.00101879,0.005007992,0.0007048417,0.0008348628,0.00002596408,0.000002341174,0.000001717635,0.01048705],"genre_scores_gemma":[0.9944603,0.0002706839,0.002216399,0.0001470683,0.000227199,3.440736e-7,0.000001599775,0.000005301146,0.002671142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09933775,"threshold_uncertainty_score":0.2163934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009602710457214031,"score_gpt":0.2362514244844062,"score_spread":0.2266487140271921,"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."}}