{"id":"W2083372950","doi":"10.1038/4351172a","title":"Fashionable cells","year":2005,"lang":"en","type":"article","venue":"Nature","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Function (biology); Nanotechnology; Computer science; Evolutionary biology; Biology; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003726676,0.00005546537,0.0000367236,0.00001515087,0.00004080873,0.00001250016,0.00008459143,0.0004974964,0.0002200065],"category_scores_gemma":[0.00001243382,0.00005133755,0.00005045253,0.000033417,0.00000532807,0.000001948052,0.00003467715,0.0004036824,0.0001085867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007009604,"about_ca_system_score_gemma":0.00001631522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001163487,"about_ca_topic_score_gemma":0.00001419641,"domain_scores_codex":[0.9996484,0.000007081663,0.00005320703,0.0001352134,0.00005672362,0.00009937517],"domain_scores_gemma":[0.9997458,0.000001897128,0.0000174305,0.0001625139,0.00003859472,0.00003379556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005475171,0.00002440445,0.000008249968,0.000001239639,0.000008420106,5.245346e-7,0.00000443185,0.00002377135,0.9187963,0.0008373275,0.07846787,0.001821981],"study_design_scores_gemma":[0.00005688171,0.00001781431,0.00001364968,0.000001176244,0.000001930423,0.000003702643,0.000006663464,0.00007343086,0.4523127,0.00001982769,0.5474535,0.00003874083],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.91777,0.005531827,0.002502607,0.003318944,0.001565932,0.0002102232,0.00004351801,0.00004192202,0.06901499],"genre_scores_gemma":[0.9810945,0.0001172851,0.001007478,0.001926473,0.0005455125,0.000003627256,0.00006740815,0.000009674775,0.015228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4689856,"threshold_uncertainty_score":0.3837148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003304769726303732,"score_gpt":0.2331661200609948,"score_spread":0.2298613503346911,"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."}}