{"id":"W3085217413","doi":"10.1007/s11665-020-05114-z","title":"Study of Influence of Superimposed Hydrostatic Pressure on Ductility in Ring Compression Test","year":2020,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Ductility (Earth science); Hydrostatic pressure; Fracture (geology); Hydrostatic equilibrium; Compressibility; Compression (physics); Finite element method; Strain (injury); Composite material; Hydrostatic test; Structural engineering; Mechanics","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":[0.0002719012,0.0002415999,0.0003263403,0.0003209542,0.0002452392,0.000267438,0.000428613,0.0003849853,0.002228776],"category_scores_gemma":[0.001490404,0.0001763179,0.0002330432,0.0003489789,0.0003270469,0.0003226573,0.0002342263,0.000285269,0.0001723792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247762,"about_ca_system_score_gemma":0.0001693332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006900185,"about_ca_topic_score_gemma":0.0005755649,"domain_scores_codex":[0.9997022,0.000045032,0.0000140998,0.00004610558,0.0001368881,0.00005564752],"domain_scores_gemma":[0.998381,0.001079048,0.0001150292,0.0001170061,0.0002366301,0.00007134263],"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":[0.002338297,0.0001869843,0.01031055,0.0003519943,0.00004678818,0.001000706,0.0004913707,0.02708853,0.9320396,0.0004943271,0.0004608312,0.02519012],"study_design_scores_gemma":[0.00002497844,0.001508977,0.04379587,0.00002152754,0.00007647543,0.0002867278,0.0002234393,0.08342785,0.8696759,0.0001112752,0.0008138784,0.0000330314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953526,0.0001937422,0.002547503,0.0000268249,0.00001521202,0.0000103625,0.0000980898,0.00009422998,0.001661521],"genre_scores_gemma":[0.9993935,0.00004914916,0.0002125315,0.000004537838,0.000004520297,0.00000336433,0.00002947776,0.000009941322,0.000293102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002228776,"threshold_uncertainty_score":0.007455945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366453321103337,"score_gpt":0.2286983472815293,"score_spread":0.2150338140704959,"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."}}