{"id":"W4250446997","doi":"10.32920/ryerson.14648367","title":"Mechanical Properties Of Butt Welded AZ31B Magnesium Alloys","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Welding Techniques Analysis","field":"Engineering","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; Laser beam welding; Butt joint; 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":[0.0002362272,0.0004121352,0.0003562197,0.0007518801,0.0002470887,0.0003179938,0.0005054742,0.0005069195,0.001826383],"category_scores_gemma":[0.0004674328,0.0002521158,0.0003071481,0.000601951,0.0002261925,0.0001880815,0.0002175434,0.0001668908,0.000522542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004389529,"about_ca_system_score_gemma":0.0001380248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003164947,"about_ca_topic_score_gemma":0.004839557,"domain_scores_codex":[0.9996572,0.00001651298,0.00002353167,0.00005865387,0.0002031206,0.00004114888],"domain_scores_gemma":[0.9997569,0.00002729554,0.00007182836,0.00002540173,0.00009661295,0.00002185898],"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":[0.0001628901,0.000009838221,0.001243563,0.00006795069,0.00001101202,0.00006606899,0.00003803123,0.000529811,0.9951881,0.00002305573,0.00006169328,0.002597907],"study_design_scores_gemma":[0.00001414066,0.0009427384,0.08568873,0.00001869718,0.00005945068,0.0002454396,0.0001206908,0.002870132,0.9058735,0.00003573535,0.004106495,0.00002417514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964609,0.001295149,0.00059529,0.00002370343,0.00001390344,0.000008907652,0.0003897655,0.00005745892,0.001154956],"genre_scores_gemma":[0.9953915,0.0003019837,0.0005741519,0.00001260026,0.000004458597,0.000007104571,0.0004638529,0.00001565826,0.003228632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003164947,"threshold_uncertainty_score":0.006293058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016442808787301,"score_gpt":0.227241226223727,"score_spread":0.207076798135854,"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."}}