{"id":"W1993919229","doi":"10.1007/s10800-012-0389-1","title":"Electrochemical investigations on the corrosion behavior and corrosion natural inhibition of API-X100 pipeline steel in acetic acid and chloride-containing CO2-saturated media","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Qatar National Research Fund","keywords":"Corrosion; Chloride; Dielectric spectroscopy; Acetic acid; Electrochemistry; Polarization (electrochemistry); Cathodic protection; Dissolution; Chemistry; Electrochemical noise; Inorganic chemistry; Materials science; Nuclear chemistry; Metallurgy; Electrode; Organic chemistry","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":[0.0006546144,0.0002247175,0.0003442984,0.0001125703,0.000128037,0.00004732903,0.0001216871,0.0001810406,0.00005020502],"category_scores_gemma":[0.0001941239,0.000166728,0.00005435251,0.0002638047,0.0001984875,0.0002253821,0.00006061839,0.00070652,0.000002005549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367498,"about_ca_system_score_gemma":0.00008629931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001344636,"about_ca_topic_score_gemma":0.000002728361,"domain_scores_codex":[0.9982688,0.00004079595,0.0006774112,0.0002101728,0.0004357626,0.0003670608],"domain_scores_gemma":[0.9987577,0.000207219,0.0005474821,0.0001504175,0.0001640156,0.0001732009],"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":[0.0007061739,0.0001385185,0.0006864975,0.00002518027,5.50025e-7,0.000002058356,0.0004514107,0.00000111624,0.9975966,0.00015614,0.00009402896,0.0001416747],"study_design_scores_gemma":[0.0009491744,0.0001554948,0.001838407,0.0001941868,0.00006553408,0.0001634555,0.0004421178,0.00004623771,0.9957758,0.0001943487,0.000008402087,0.0001668543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988318,0.0003842847,0.0001990722,0.0001653236,0.0001333512,0.0002051194,0.000006284441,0.00001593914,0.00005882591],"genre_scores_gemma":[0.9992685,0.00009349413,0.0002502788,0.000133681,0.0001724484,0.00002518938,0.00003082696,0.00001842198,0.000007206184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001820863,"threshold_uncertainty_score":0.6798969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227093667017211,"score_gpt":0.2353355487567387,"score_spread":0.2230646120865666,"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."}}