{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007434913,0.0007502771,0.0006468019,0.0007605971,0.003213167,0.003476871,0.001358973,0.002651867,0.01886919],"category_scores_gemma":[0.004137253,0.0004084925,0.0004523146,0.0005386606,0.005609656,0.009666865,0.003869395,0.00384893,0.007295281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008943365,"about_ca_system_score_gemma":0.001704998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001863345,"about_ca_topic_score_gemma":0.001297427,"domain_scores_codex":[0.9991612,0.00008419751,0.00003169154,0.0001987063,0.0003948993,0.0001292835],"domain_scores_gemma":[0.9984348,0.0001986943,0.00009623726,0.0005888627,0.0004606143,0.000220653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000108715,0.00005699637,0.0007111497,0.0002048343,0.00005231349,0.0004450592,0.001049455,0.002518574,0.01703926,0.8630699,0.03845293,0.07629071],"study_design_scores_gemma":[0.00002984532,0.0001132512,0.0006808712,0.0001034625,0.00002660499,0.0004953637,0.0009410661,0.0055118,0.006198832,0.6385641,0.3472457,0.0000891207],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06808604,0.008862633,0.3443274,0.09346463,0.03856766,0.0001478007,0.0006198519,0.003007109,0.4429169],"genre_scores_gemma":[0.6677614,0.004330276,0.07872662,0.01443576,0.004096157,0.0001292996,0.0004346559,0.001079009,0.2290069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01886919,"threshold_uncertainty_score":0.06312376,"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."}}