{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003345915,0.0001464175,0.0002050111,0.0002043978,0.00002749839,0.00000699757,0.0001467793,0.0001292419,0.00004357795],"category_scores_gemma":[0.00009930006,0.0001616444,0.00005830823,0.000279763,0.0000197382,0.0001333314,0.00003193206,0.0002203401,0.0000185184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007471727,"about_ca_system_score_gemma":0.000006835563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003846112,"about_ca_topic_score_gemma":0.00006062865,"domain_scores_codex":[0.999008,0.00001671935,0.0004185056,0.000170998,0.0001515128,0.0002342908],"domain_scores_gemma":[0.999505,0.00005038521,0.0001139345,0.0002388314,0.00004012034,0.00005168622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002166065,0.0000838345,0.00984169,0.0001560714,0.000008694669,0.00003307074,0.0006901897,0.5222604,0.4654001,0.00002517574,0.0002552801,0.001223911],"study_design_scores_gemma":[0.0001927406,0.00005411134,0.04966148,0.0001754098,0.00003426456,0.000005272563,0.00010719,0.019316,0.929147,0.0007307435,0.0003057936,0.0002700049],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361784,0.00008292276,0.002101356,0.000009720092,0.0002114063,0.00009854096,0.000002595507,0.0004682306,0.06084675],"genre_scores_gemma":[0.9703012,0.00004165461,0.02950985,0.000005465133,0.00003874234,0.000008892773,0.000004755009,0.00003648211,0.00005295781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5029444,"threshold_uncertainty_score":0.6591668,"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."}}