{"id":"W2761277909","doi":"10.1007/s11665-017-2976-0","title":"The Microstructure and Pitting Resistance of Weld Joints of 2205 Duplex Stainless Steel","year":2017,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Welding; Base metal; Metallurgy; Austenite; Ferrite (magnet); Pitting corrosion; Microstructure; Heat-affected zone; Corrosion; Composite material","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":[0.001329845,0.0001106879,0.0003191822,0.00004069636,0.0002434184,0.0001402101,0.0002957439,0.00004745219,0.00002973568],"category_scores_gemma":[0.0001014557,0.00007344081,0.00002837819,0.0000161452,0.0001319587,0.0002351033,0.00009798815,0.00007703894,4.223439e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007189341,"about_ca_system_score_gemma":0.00002078888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005119666,"about_ca_topic_score_gemma":0.000001481267,"domain_scores_codex":[0.9989476,0.00002757776,0.0005690156,0.00008702333,0.0002114901,0.0001573209],"domain_scores_gemma":[0.9987296,0.00005163373,0.0008240068,0.0002275352,0.0001221018,0.00004510093],"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":[0.00009624715,0.000005638341,0.001898163,0.000274285,0.000005986765,0.000001888103,0.0001342998,0.00007371564,0.9970488,0.00009223702,0.00002347916,0.0003452632],"study_design_scores_gemma":[0.0003114075,0.00007682625,0.02825058,0.0003695084,0.00002562579,0.00002998344,0.00005923022,0.00008293843,0.9701093,0.0000140331,0.0005890078,0.00008151975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984304,0.0006871847,0.00002691661,0.00004113666,0.0007163279,0.00005688366,0.00002412632,0.000003780493,0.00001328845],"genre_scores_gemma":[0.9976157,0.0008725098,0.001312391,0.000003653885,0.0001005923,0.000001303806,3.625981e-7,0.000009767921,0.00008370226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02693946,"threshold_uncertainty_score":0.2994829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00997911868917915,"score_gpt":0.2307605556035313,"score_spread":0.2207814369143522,"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."}}