{"id":"W2912133241","doi":"10.1002/pen.25058","title":"A Refined One‐Slit‐Ring Method to Quantify Residual Hoop Stress in Chlorinated Polyvinyl Chloride Pipe—Application to Specimens After Immersion in Primer","year":2019,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"Mitacs; University of Alberta","keywords":"Residual stress; Materials science; Cylinder stress; Chlorinated polyvinyl chloride; Composite material; Polyvinyl chloride; Primer (cosmetics); Finite element method; Shell (structure); Chloride; Stress (linguistics); Structural engineering; Thermodynamics; Physics; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004655313,0.0002213828,0.0002539117,0.000748497,0.00003751217,0.00007561217,0.0002960034,0.0000832701,0.00001299636],"category_scores_gemma":[0.00003214383,0.0002243638,0.0000224431,0.001402989,0.00002366926,0.0002085615,0.0001672339,0.0002294083,0.00002133048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395984,"about_ca_system_score_gemma":0.00002210386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006651352,"about_ca_topic_score_gemma":0.00004072794,"domain_scores_codex":[0.9983381,0.00001114074,0.0002904701,0.000494574,0.0002985755,0.0005671185],"domain_scores_gemma":[0.9993675,0.00005920303,0.00002079148,0.0003279398,0.00002560173,0.0001989273],"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":[0.0000561107,0.00003124075,0.009341708,0.0001076684,0.000006159791,0.000008285133,0.0005929188,0.06907705,0.9169305,0.0003279221,0.000008231974,0.003512205],"study_design_scores_gemma":[0.000184695,0.00004623842,0.1289574,0.0003004137,0.000003933239,0.000003048525,0.00005581971,0.01910618,0.8507984,0.00000651133,0.0002188887,0.0003185262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864137,0.0004386815,0.01191887,0.0002544366,0.0001715637,0.0003427762,0.000007789107,0.0002255892,0.0002266197],"genre_scores_gemma":[0.9911903,0.00003468725,0.008484985,0.00003509092,0.00005283418,0.00008333512,0.000001948135,0.00003299033,0.00008383387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1196157,"threshold_uncertainty_score":0.9149289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008524382911712175,"score_gpt":0.2510084487655772,"score_spread":0.242484065853865,"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."}}