{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001723823,0.0003841036,0.0001983992,0.000495613,0.0008654102,0.002311955,0.0005061824,0.0006216576,0.02818071],"category_scores_gemma":[0.0007115476,0.0001653935,0.000215894,0.0005070029,0.001721814,0.001840693,0.001104512,0.00110637,0.009535042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005267413,"about_ca_system_score_gemma":0.0004700515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005749133,"about_ca_topic_score_gemma":0.0008790562,"domain_scores_codex":[0.9998037,0.00002327902,0.000008089319,0.00005485958,0.00007804901,0.0000319404],"domain_scores_gemma":[0.9996767,0.00004050005,0.00003156102,0.0001261737,0.00006514244,0.00005987312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001947377,0.00001031203,0.0002092589,0.00004544415,0.000003991459,0.0001118618,0.0002704122,0.0003296103,0.007790476,0.9457783,0.01189369,0.03353726],"study_design_scores_gemma":[0.00001593382,0.00005337183,0.0005923844,0.00003130998,0.00001297928,0.0004317274,0.0004078637,0.001206974,0.008400832,0.2879584,0.7008708,0.00001738161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04227079,0.003283177,0.07098136,0.003711624,0.001644001,0.0001006536,0.0007740459,0.0008940625,0.8763402],"genre_scores_gemma":[0.4293094,0.004937347,0.02493593,0.001254134,0.000524093,0.0001665676,0.001130014,0.0001824787,0.53756],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02818071,"threshold_uncertainty_score":0.09427387,"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."}}