{"id":"W2076489614","doi":"10.1038/nphys3074","title":"A force to be reckoned with","year":2014,"lang":"en","type":"article","venue":"Nature Physics","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Physics; Homogeneous; Traction (geology); Ring (chemistry); Mechanical engineering; Statistical physics; Engineering","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":[0.00004096116,0.00008200273,0.00006472567,0.000009990634,0.00004601643,0.00001537231,0.00009304274,0.0001094574,0.000007057758],"category_scores_gemma":[0.00002823339,0.00006723597,0.00004092367,0.00005893781,0.000006951791,0.000001994953,0.00003985579,0.0001531022,0.00001149774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005735375,"about_ca_system_score_gemma":0.00001572081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003204497,"about_ca_topic_score_gemma":0.00002841009,"domain_scores_codex":[0.9995558,0.00001238603,0.00004915955,0.0001871332,0.00007969161,0.0001158645],"domain_scores_gemma":[0.9995821,0.000004982627,0.00002424468,0.000257638,0.00007521662,0.00005584812],"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":[0.00006197351,0.00003904745,0.00001826048,0.000004260106,0.00002772417,4.020965e-7,0.00003351416,0.00005619947,0.9779056,0.009981778,0.00844264,0.00342855],"study_design_scores_gemma":[0.0001738446,0.0003091705,0.0000250935,0.000006314721,0.000009736241,0.000003945731,0.00001281233,0.0002576231,0.5562446,0.0005968819,0.4422457,0.0001142454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6740193,0.0002305942,0.2849973,0.003179189,0.0007180313,0.0004335764,0.00003370626,0.00004957173,0.03633864],"genre_scores_gemma":[0.9923132,0.00000617212,0.001780244,0.003194494,0.0004299269,0.00001161502,0.00008611852,0.00001815538,0.002160096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4338031,"threshold_uncertainty_score":0.2741803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004787854596508503,"score_gpt":0.2361264478623224,"score_spread":0.2313385932658139,"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."}}