{"id":"W4226543882","doi":"10.2139/ssrn.4056910","title":"Tensile-Compressive Asymmetry in Extruded Az31b Rod and its Effect on Profilometry-Based Indentation Plastometry (Pip)","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Indentation; Materials science; Composite material; Asymmetry; Ultimate tensile strength; Profilometer; Compressive strength; Surface finish","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":[0.0005126523,0.0002951737,0.0001870779,0.0002528809,0.0002312744,0.0003383458,0.0004250776,0.0005206194,0.002593293],"category_scores_gemma":[0.00117935,0.0002026532,0.00016157,0.0004063662,0.0004018109,0.0004661044,0.0002281063,0.0006623568,0.0002964363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628903,"about_ca_system_score_gemma":0.0001415629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003502971,"about_ca_topic_score_gemma":0.0007110894,"domain_scores_codex":[0.9994836,0.00006222301,0.00003332591,0.0001234126,0.0002320456,0.00006534363],"domain_scores_gemma":[0.9988797,0.0004755944,0.0002753125,0.0001262599,0.0001918307,0.00005126837],"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":[0.0002388226,0.00002243339,0.0009517175,0.00007446839,0.000005016859,0.0001457342,0.0001010014,0.0003607202,0.9920881,0.0001297474,0.00007710533,0.005805229],"study_design_scores_gemma":[0.000005288102,0.0001540271,0.01402383,0.000007826124,0.0000104816,0.0001261163,0.0001167211,0.003929638,0.9812103,0.00004399553,0.0003590163,0.00001285469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934306,0.0004591929,0.003981145,0.00008898006,0.0000317411,0.0000128321,0.0003412424,0.0001137797,0.001540503],"genre_scores_gemma":[0.998409,0.00009726669,0.0008475147,0.00001235395,0.000004703216,0.000007608321,0.00008443933,0.00001191965,0.0005252907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002593293,"threshold_uncertainty_score":0.008675396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0080557798963503,"score_gpt":0.2412306801491498,"score_spread":0.2331749002527995,"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."}}