{"id":"W4391639690","doi":"10.1149/ma2023-02121100mtgabs","title":"Investigating of the Effect of Air-Formed Surface Films on Copper Corrosion Properties","year":2023,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nuclear Waste Management Organization; Western University","funders":"","keywords":"Copper; Corrosion; Materials science; Metallurgy; Surface (topology); Geometry; Mathematics","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":[0.000501955,0.0003162605,0.0002866184,0.0001741741,0.0003333277,0.0005529589,0.0003377881,0.0003034649,0.001135958],"category_scores_gemma":[0.0009206575,0.0002322719,0.0002718258,0.0002666126,0.0002231133,0.0002998155,0.0001632082,0.0004895544,0.0004254313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006134497,"about_ca_system_score_gemma":0.0002961214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112066,"about_ca_topic_score_gemma":0.0189282,"domain_scores_codex":[0.999574,0.00004730825,0.00002083186,0.00006570931,0.0002211229,0.00007097483],"domain_scores_gemma":[0.9990315,0.0002173118,0.0001435155,0.00007878381,0.0004825666,0.00004630278],"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":[0.0001127609,0.000041333,0.001696668,0.0001123453,0.00001783179,0.0001017135,0.0001101807,0.0001842991,0.9890426,0.00003312738,0.0001900337,0.008357206],"study_design_scores_gemma":[0.000001783723,0.0004345215,0.008093726,0.000004438335,0.00001358379,0.00007009404,0.00007678468,0.0007716476,0.9895957,0.000007151985,0.0009229918,0.000007537594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945114,0.001839936,0.001444727,0.00007082794,0.00003015949,0.00003024342,0.0002249738,0.00004266258,0.001805071],"genre_scores_gemma":[0.9913009,0.001495107,0.0029906,0.0000692738,0.00001181389,0.00002180267,0.0002232725,0.00003509808,0.003852103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112066,"threshold_uncertainty_score":0.02228272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711462998335823,"score_gpt":0.2569821302113597,"score_spread":0.2298675002280015,"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."}}