{"id":"W4288431199","doi":"10.1002/cjce.24577","title":"Effect of external wall defect growth on internal wall corrosion of oil pipelines under mechano‐electrochemical interaction","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Corrosion; Materials science; Electrochemistry; Galvanic cell; Pipeline transport; Anode; Stress (linguistics); Cathode; Metallurgy; Composite material; Electrode; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002089217,0.0003298451,0.0003412027,0.0001944993,0.0001401026,0.0003135274,0.0003029234,0.0002731112,0.0005546242],"category_scores_gemma":[0.0003840548,0.0001731006,0.0002756029,0.0001408294,0.0003532547,0.0002386734,0.0003018124,0.000226816,0.0000755177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000280839,"about_ca_system_score_gemma":0.000165218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936661,"about_ca_topic_score_gemma":0.001279857,"domain_scores_codex":[0.9998311,0.00001871506,0.000007296841,0.00003077663,0.00007812941,0.00003390738],"domain_scores_gemma":[0.9998203,0.0000573086,0.00004703703,0.00001678991,0.00004165883,0.00001678715],"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":[0.0002533124,0.00004781383,0.004023089,0.0001158065,0.00002335328,0.000213623,0.0001032926,0.08342119,0.9062818,0.0003474581,0.00005791712,0.005111332],"study_design_scores_gemma":[0.00001934896,0.0003910098,0.007191861,0.000007296412,0.00002330238,0.00008942474,0.0001061434,0.3336324,0.6579592,0.00009807432,0.000461449,0.00002048118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952635,0.00007917137,0.003987328,0.00001672442,0.000005378869,0.00000508012,0.00002562447,0.00003228759,0.0005850694],"genre_scores_gemma":[0.9991102,0.00004734558,0.0006053552,0.000003117611,7.625999e-7,0.000002586844,0.00001267734,0.000002969998,0.0002150782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001936661,"threshold_uncertainty_score":0.003850818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00737712207596807,"score_gpt":0.218603296845883,"score_spread":0.2112261747699149,"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."}}