{"id":"W4387789115","doi":"10.1007/978-3-031-38141-6_44","title":"Corrosion Susceptibility of a Mg Alloy ZAME1100 Thin-Wall Extruded Hollow-Beam Profile","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Microstructure; Corrosion; Alloy; Materials science; Metallurgy; Optical microscope; Thin section; Core (optical fiber); Microscopy; Composite material; Mineralogy; Scanning electron microscope; Chemistry; Optics","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":[0.0001274788,0.0001501808,0.0002488576,0.0001955639,0.0001968773,0.0002228303,0.0004494221,0.0003621372,0.001165536],"category_scores_gemma":[0.0002863576,0.000141912,0.0001616532,0.0002433166,0.0001526904,0.0001706699,0.0001482355,0.0001955272,0.0003526952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003716052,"about_ca_system_score_gemma":0.0001571048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003433953,"about_ca_topic_score_gemma":0.004189421,"domain_scores_codex":[0.9998569,0.00001421912,0.000006805467,0.00002621544,0.00007143964,0.00002446437],"domain_scores_gemma":[0.9998235,0.00003097607,0.000025156,0.00001722833,0.00009088418,0.00001217873],"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":[0.0007057432,0.0000299389,0.001642553,0.0000716699,0.00001075388,0.000188328,0.00007917792,0.0008558737,0.9919675,0.0001095765,0.0003656793,0.003973248],"study_design_scores_gemma":[0.00001469503,0.001034588,0.03240975,0.00001480852,0.00003708432,0.0002800792,0.0001861887,0.006351768,0.9572893,0.00003913726,0.002330262,0.0000123876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973657,0.0003444041,0.0004144857,0.00002506118,0.000008042419,0.000003106421,0.0002407579,0.0000347133,0.001563724],"genre_scores_gemma":[0.9953663,0.0001182367,0.0003077644,0.0000131315,0.000002577662,0.000001732441,0.0002827544,0.00001325102,0.003894161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003433953,"threshold_uncertainty_score":0.006827891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03366316023749698,"score_gpt":0.2442652155765064,"score_spread":0.2106020553390094,"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."}}