{"id":"W2057393627","doi":"10.1088/1757-899x/63/1/012048","title":"Problems associated with use of the logarithmic equivalent strain in high pressure torsion","year":2014,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Logarithm; Torsion (gastropod); Shear stress; Strain rate; Strain (injury); Mathematics; von Mises yield criterion; Logarithmic growth; Mathematical analysis; Materials science; Composite material; Physics; Thermodynamics; Finite element method; Surgery","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":[0.0008328714,0.0001522825,0.0002513184,0.00006075582,0.000109695,0.0002514613,0.0003140711,0.00006296601,0.00008180568],"category_scores_gemma":[0.0004174138,0.00008972248,0.00001097817,0.0002260822,0.0003975358,0.0007028707,0.0002014504,0.00007348996,0.000001152045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002683896,"about_ca_system_score_gemma":0.00009447084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000205747,"about_ca_topic_score_gemma":0.00007526584,"domain_scores_codex":[0.9987292,0.00005228051,0.0002595916,0.0002850617,0.0003365329,0.0003373564],"domain_scores_gemma":[0.999414,0.00002517403,0.0001101787,0.0002350948,0.0001581984,0.000057376],"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":[0.00002010347,0.00000851586,0.00004884493,0.00007623411,0.000002017941,3.659591e-7,0.0002457511,0.001406179,0.9931065,0.004981054,0.000002597527,0.0001018333],"study_design_scores_gemma":[0.00018002,0.0001408508,0.009995127,0.0003516098,0.000009904801,0.00000571053,0.00005016522,0.0007079932,0.9880015,0.0001981265,0.00021334,0.0001456341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990004,0.00001672183,0.0002272954,0.00009711282,0.0003313257,0.0002278503,0.00004337509,0.00003519558,0.00002077231],"genre_scores_gemma":[0.9993576,0.00001139143,0.000492589,0.00002881295,0.0000199951,0.00001261548,0.000001891749,0.000009128768,0.00006594221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009946282,"threshold_uncertainty_score":0.3658777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844166147035451,"score_gpt":0.1892364383129675,"score_spread":0.170794776842613,"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."}}