{"id":"W4413838741","doi":"10.24908/iqurcp19855","title":"Investigating the Potential for Stress Corrosion Cracking of Copper in Sulfide and Nitrite Environments","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Stress corrosion cracking; Metallurgy; Copper; Sulfide; Corrosion; Stress (linguistics); Cracking; Nitrite; Materials science; Chemistry; Composite material; Nitrate","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002098101,0.0001674453,0.0002522881,0.0003338418,0.0004161995,0.0003051763,0.0003659482,0.0001178516,0.00001511481],"category_scores_gemma":[0.0006319338,0.0001326669,0.0000442731,0.0004456744,0.001010245,0.0004861979,0.0004243025,0.0003672723,0.000004631192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129586,"about_ca_system_score_gemma":0.0001674006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002559541,"about_ca_topic_score_gemma":0.00002862618,"domain_scores_codex":[0.9977327,0.0001126862,0.0004911468,0.0004867768,0.0006643591,0.0005123455],"domain_scores_gemma":[0.9988551,0.0003261696,0.0001525213,0.0001552676,0.0004195746,0.00009138139],"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":[0.0000731908,0.0000683632,0.01334112,0.0001810051,0.000001021689,7.879906e-7,0.001074879,0.00001265271,0.9741553,0.009026214,0.0005978473,0.0014676],"study_design_scores_gemma":[0.001207685,0.0002231925,0.007906388,0.001521701,0.00002215268,0.00000353682,0.006476834,0.003953625,0.920979,0.05727939,0.0002032847,0.0002231762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893185,0.00007042209,0.004443431,0.004901439,0.0001523725,0.0008987437,0.00002321423,0.00002227625,0.0001695923],"genre_scores_gemma":[0.9987747,0.0002403127,0.0004052029,0.00006300354,0.00004163264,0.0001885326,0.00001087952,0.00001426117,0.0002614685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05317628,"threshold_uncertainty_score":0.5410001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06641361922121433,"score_gpt":0.3570828921833455,"score_spread":0.2906692729621312,"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."}}