{"id":"W1991210733","doi":"10.1016/j.electacta.2005.04.032","title":"Interaction of mechanical and electrochemical factors in erosion–corrosion of carbon steel","year":2005,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":167,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Materials science; Erosion corrosion; Carbon steel; Metallurgy; Slurry; Erosion; Electrochemistry; Dissolution; Anode; Electrode; Composite material; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001271142,0.0001309843,0.0002177494,0.00006781014,0.00002632207,0.000005269683,0.0001392734,0.00008723971,0.0001888505],"category_scores_gemma":[0.00007969713,0.0001137503,0.00004540295,0.0001921342,0.00006444864,0.0001120009,0.0001210272,0.0002748804,0.000002329181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054082,"about_ca_system_score_gemma":0.000007752476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006485519,"about_ca_topic_score_gemma":0.0002333265,"domain_scores_codex":[0.9989355,0.00005417004,0.0003083309,0.0002551713,0.0002142097,0.0002326363],"domain_scores_gemma":[0.999562,0.00009650138,0.0001352336,0.0001325314,0.000006265448,0.00006748686],"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":[0.00007466212,0.0001060277,0.02201521,0.000004915864,0.000001513971,1.308297e-7,0.0002250159,0.000005890829,0.9770207,0.0000441896,0.00002613333,0.0004755793],"study_design_scores_gemma":[0.0003056403,0.0001818371,0.03458916,0.00003069052,0.000007172965,0.000004378221,0.00004845734,0.00191438,0.9626234,0.00009019245,0.0001012275,0.0001034637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987296,0.00001579152,0.00006804053,0.0001608694,0.00002828256,0.00009986422,8.041742e-7,0.00001443056,0.0008822799],"genre_scores_gemma":[0.9993674,0.00004447157,0.0004602725,0.00005564754,0.00001428961,0.000003185553,0.000004986802,0.00001164793,0.00003810241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01439733,"threshold_uncertainty_score":0.4638605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008699124471598554,"score_gpt":0.2364171382153163,"score_spread":0.2277180137437177,"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."}}