{"id":"W4409483597","doi":"10.5006/c2012-01331","title":"Shot Peening of SS 316L Hydrometallurgy Tanks to Reduce Chloride Stress Corrosion Cracking Susceptibility","year":2012,"lang":"en","type":"article","venue":"","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada)","funders":"","keywords":"Stress corrosion cracking; Materials science; Shot peening; Metallurgy; Peening; Chloride; Hydrometallurgy; Corrosion; Cracking; Stress (linguistics); Shot (pellet); Residual stress; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001289769,0.0003097969,0.0002287694,0.0003051498,0.0001116514,0.000167041,0.0002722384,0.0003661964,0.001629733],"category_scores_gemma":[0.0002539241,0.0001635793,0.0002323266,0.0001833239,0.0001693379,0.0002500403,0.0002121453,0.0002904778,0.0002246544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201321,"about_ca_system_score_gemma":0.0001209122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006468645,"about_ca_topic_score_gemma":0.002037393,"domain_scores_codex":[0.9998587,0.000007948106,0.000009355036,0.00002756082,0.00006902028,0.00002740435],"domain_scores_gemma":[0.9998052,0.00003174313,0.0000550097,0.00001800591,0.00006241006,0.00002763172],"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":[0.00002977741,0.000008285703,0.00008456286,0.00002784229,0.000001637928,0.00002063412,0.00001285503,0.00007661814,0.998847,0.000006050768,0.00001281897,0.0008718892],"study_design_scores_gemma":[0.000003177263,0.0002839428,0.003442032,0.000004437949,0.000005500241,0.00002952334,0.00002674364,0.0005582826,0.9953276,0.000006142613,0.0003087761,0.000003935811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973987,0.0002385772,0.001795503,0.00001567229,0.00001054653,0.00001934493,0.000049267,0.0000516236,0.0004208024],"genre_scores_gemma":[0.9961658,0.0001210638,0.001871792,0.0000210559,0.000002121116,0.000008640762,0.00005688389,0.00002028753,0.001732475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001629733,"threshold_uncertainty_score":0.005452037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04635605883781664,"score_gpt":0.3200270585877769,"score_spread":0.2736709997499602,"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."}}