{"id":"W4255947042","doi":"10.32920/ryerson.14648367.v1","title":"Mechanical Properties Of Butt Welded AZ31B Magnesium Alloys","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Welding; Ultimate tensile strength; Metallurgy; Composite material; Fatigue limit; Butt joint; Laser beam welding; Alloy; Brittleness; Joint (building); Structural 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":[0.0002407647,0.0004100071,0.0003675862,0.0007434538,0.0002530584,0.0003278999,0.0005282835,0.000532316,0.001797423],"category_scores_gemma":[0.0004498689,0.0002561688,0.0003127759,0.0005997456,0.0002255785,0.0001837777,0.0002316721,0.0001667268,0.0005610468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509634,"about_ca_system_score_gemma":0.0001434309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003317903,"about_ca_topic_score_gemma":0.005095501,"domain_scores_codex":[0.9996542,0.00001691809,0.00002396313,0.00005827028,0.0002025867,0.00004408491],"domain_scores_gemma":[0.9997743,0.00002252565,0.00006763217,0.00002291927,0.00009135259,0.00002136798],"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":[0.0001463077,0.000008893669,0.001057455,0.00006635235,0.00001010015,0.00005979899,0.00003475334,0.0003885464,0.9959265,0.00002149118,0.00005839063,0.002221512],"study_design_scores_gemma":[0.00001310066,0.0008190367,0.06661303,0.00001838781,0.00005400783,0.000215193,0.0001125465,0.002174757,0.9256141,0.00003222883,0.004311534,0.00002216872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996053,0.001549788,0.0005893535,0.00002621607,0.00001516548,0.000009599353,0.0004097876,0.00005867018,0.001288344],"genre_scores_gemma":[0.9951186,0.0003384608,0.0005956793,0.00001343724,0.000004575139,0.000007516058,0.0004654824,0.00001554534,0.003440671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003317903,"threshold_uncertainty_score":0.006597161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673120688280004,"score_gpt":0.2384599389611025,"score_spread":0.2017287320783024,"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."}}