{"id":"W7036036344","doi":"","title":"Analysis and Differentiation of Uniform and Localized Corrosion of Cu","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Corrosion; Copper; Dissolution; Oxidizing agent; Erosion corrosion of copper water tubes; Coating; Pitting corrosion; Electrochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001641596,0.0002738545,0.0002310678,0.0008394207,0.0002098181,0.0002803603,0.0002382462,0.000306298,0.001086502],"category_scores_gemma":[0.0002795463,0.0001679026,0.0001826846,0.0006231575,0.0001940639,0.000161932,0.0001900464,0.0002520283,0.0002897677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065944,"about_ca_system_score_gemma":0.0001646819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003737641,"about_ca_topic_score_gemma":0.005719908,"domain_scores_codex":[0.9998174,0.00002031756,0.00001390962,0.00005198121,0.00005198304,0.00004442929],"domain_scores_gemma":[0.9998031,0.00002003221,0.00002901313,0.00001887425,0.0001098692,0.00001912586],"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":[0.00009399998,0.00001476376,0.0008773777,0.00006169974,0.000006165701,0.00007006522,0.00006693931,0.00009627704,0.994593,0.00004576656,0.00005109872,0.004022761],"study_design_scores_gemma":[0.000006248063,0.0003691216,0.03275942,0.00001565547,0.00003370235,0.0002627872,0.0001993751,0.003480718,0.9604214,0.00005331813,0.002388259,0.000009905062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849483,0.001002749,0.01048102,0.00002595892,0.00002469133,0.00005355877,0.000418786,0.0001497346,0.002895252],"genre_scores_gemma":[0.9845394,0.0009963161,0.009997933,0.00002596194,0.00001199967,0.00007437733,0.0006651016,0.00003820461,0.003650662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003737641,"threshold_uncertainty_score":0.007431746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06762505752897637,"score_gpt":0.3495820595728751,"score_spread":0.2819570020438987,"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."}}