{"id":"W2045897702","doi":"10.1080/09500830701771939","title":"Nanocrystallization effect on the surface electron work function of copper and its corrosion behaviour","year":2008,"lang":"en","type":"article","venue":"Philosophical Magazine Letters","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Passivation; Corrosion; Materials science; Grain boundary; Copper; Grain size; Dissolution; Nanometre; Metallurgy; Work function; Electron; Composite material; Chemical engineering; Microstructure; Metal; Layer (electronics)","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":[0.0003003363,0.0001943499,0.0002138927,0.00005376387,0.0002368948,0.00002382777,0.0001141424,0.00009207038,0.000199493],"category_scores_gemma":[0.00007083252,0.0001330931,0.00006905085,0.0002480267,0.0001396623,0.0001551263,0.00005414568,0.0002103129,0.0001523564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004296259,"about_ca_system_score_gemma":0.000009517388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002218834,"about_ca_topic_score_gemma":3.789315e-7,"domain_scores_codex":[0.9985124,0.0002137388,0.0002778396,0.0003370107,0.0004229975,0.0002360454],"domain_scores_gemma":[0.9993325,0.0001824405,0.0001272249,0.0002203146,0.00006638134,0.00007112329],"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":[0.000388854,0.00007262878,0.003513557,0.00001418948,5.177167e-7,0.000005290057,0.00003268151,0.0001153419,0.9930392,0.0006659555,0.002129979,0.00002182047],"study_design_scores_gemma":[0.0007486679,0.001296706,0.03198033,0.0001210912,0.00006111781,0.00002736678,0.000001735395,0.0000904813,0.9649771,0.0003327808,0.0001091603,0.0002534818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856277,0.00005844179,0.0002941733,0.01319001,0.0002610374,0.0004017009,0.00001058942,0.0000707572,0.00008566882],"genre_scores_gemma":[0.9979242,0.00002272209,0.00001804237,0.001819197,0.0001170899,0.00002077653,0.00002425431,0.00002261641,0.00003109708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02846678,"threshold_uncertainty_score":0.542738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017062806977709,"score_gpt":0.2347097073060548,"score_spread":0.2145390792362777,"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."}}