{"id":"W2604860721","doi":"10.1149/ma2011-02/22/1730","title":"Corrosion of Friction Stir Spot Welds in AZ31 Magnesium Alloys","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Magnesium; Metallurgy; Corrosion; Materials science; Spot welding; Welding","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":[0.0002225776,0.0002822958,0.0004168762,0.0002857448,0.0002874298,0.0004438983,0.0004149677,0.0004900472,0.001903843],"category_scores_gemma":[0.0004926299,0.0001591266,0.0003191692,0.0002051598,0.0002474003,0.0002235118,0.0002424225,0.0002141769,0.0005524028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006563597,"about_ca_system_score_gemma":0.0002122285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008201071,"about_ca_topic_score_gemma":0.005937589,"domain_scores_codex":[0.9997025,0.00003591098,0.00001232866,0.0000319524,0.0001646386,0.00005280001],"domain_scores_gemma":[0.9998349,0.00002782866,0.00002737656,0.00001452283,0.00008365267,0.00001164681],"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":[0.001438254,0.00001867359,0.00287506,0.0001425855,0.00002498905,0.0002432633,0.0001685141,0.0007638378,0.9884524,0.0001466885,0.0002557281,0.005469997],"study_design_scores_gemma":[0.00002599688,0.0007654743,0.02855662,0.00001319169,0.00004373124,0.0002402926,0.0002301765,0.00467746,0.9633844,0.00007678161,0.001972822,0.00001312992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966952,0.001150946,0.0006218096,0.00005072379,0.00001570822,0.000007929535,0.00009458385,0.00003048652,0.001332805],"genre_scores_gemma":[0.9965426,0.0002492902,0.0002299699,0.000008151056,0.00000564808,0.000002458294,0.0001240802,0.000007885762,0.002829836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008201071,"threshold_uncertainty_score":0.01630664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675311244856495,"score_gpt":0.2257422614268064,"score_spread":0.2089891489782415,"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."}}