{"id":"W4393236720","doi":"10.1016/j.corsci.2024.112012","title":"Cavitation erosion of the AA7050 aluminum alloy in 3.5 wt% NaCl solution—Part 1: mitigating effect by corrosion","year":2024,"lang":"en","type":"article","venue":"Corrosion Science","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Materials science; Corrosion; Alloy; X-ray photoelectron spectroscopy; Cavitation; High-resolution transmission electron microscopy; Metallurgy; Erosion corrosion; Electron backscatter diffraction; Oxide; Aluminium; Transmission electron microscopy; Composite material; Microstructure; Chemical engineering; Nanotechnology","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":[0.00264808,0.0002585981,0.0002813159,0.0002706381,0.0006294273,0.0002842596,0.0007158623,0.0001343733,0.0001725157],"category_scores_gemma":[0.0005146288,0.0001816178,0.0001399734,0.002042998,0.001015774,0.001106787,0.000339309,0.000292877,0.0001613843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003728591,"about_ca_system_score_gemma":0.0002636931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001010108,"about_ca_topic_score_gemma":0.00003403059,"domain_scores_codex":[0.9962696,0.0002544243,0.0006972262,0.0008531396,0.001384238,0.0005414001],"domain_scores_gemma":[0.9985754,0.0002880006,0.0002281676,0.00055948,0.0002059455,0.0001429417],"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":[0.00002410823,0.00006871212,0.001872386,0.00004703154,3.853179e-8,0.000001900017,0.0005701279,0.00007270028,0.9899676,0.0001498164,0.004567135,0.00265841],"study_design_scores_gemma":[0.0003000666,0.0002084365,0.002360654,0.001699238,0.00001608707,0.00001711012,0.0001582038,0.007744246,0.9867123,0.00009353821,0.0004676812,0.0002223845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911098,0.0004029372,0.002866319,0.0003072262,0.004282785,0.0006012388,0.00006187083,0.0001307515,0.000237042],"genre_scores_gemma":[0.999091,0.00004533777,0.0002034997,0.00009876807,0.00005644445,0.00006513107,0.00001946113,0.00002249449,0.00039783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007981203,"threshold_uncertainty_score":0.7406158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541854917446018,"score_gpt":0.2803347348567025,"score_spread":0.2649161856822423,"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."}}