{"id":"W2033226857","doi":"10.1016/j.corsci.2012.07.012","title":"Corrosion of X100 pipeline steel under plastic strain in a neutral pH bicarbonate solution","year":2012,"lang":"en","type":"article","venue":"Corrosion Science","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":191,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Canada Research Chairs; University of Calgary","keywords":"Corrosion; Cathodic protection; Materials science; Metallurgy; Anode; Plasticity; Electrochemistry; Strain (injury); Deformation (meteorology); Strain rate; Composite material; Electrode; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004364806,0.0005531969,0.0003925884,0.0001936772,0.0002399761,0.0003027854,0.0006298447,0.0007938615,0.001708248],"category_scores_gemma":[0.0007210455,0.0002659806,0.0002937969,0.0004187669,0.0002825925,0.0003977358,0.000198184,0.0005418466,0.0003976154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003948774,"about_ca_system_score_gemma":0.0004819646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008992964,"about_ca_topic_score_gemma":0.006561588,"domain_scores_codex":[0.9994404,0.00009839416,0.00004832719,0.00009143999,0.0001839974,0.0001373988],"domain_scores_gemma":[0.9996076,0.00009437774,0.00005774898,0.0000386044,0.0001576774,0.00004397335],"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":[0.001454028,0.0000693654,0.00100174,0.0001183696,0.00002095254,0.0001890822,0.0001449996,0.0005961704,0.994027,0.00009410449,0.0001473623,0.002136719],"study_design_scores_gemma":[0.00004477263,0.002214055,0.008613624,0.00001457071,0.00002706533,0.000138625,0.0001726312,0.004225623,0.983461,0.00004128375,0.001028463,0.00001830518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977397,0.0002133343,0.0006180704,0.00007691397,0.00002039878,0.00001079542,0.0002066727,0.00002362402,0.00109041],"genre_scores_gemma":[0.9949255,0.0003582594,0.001046776,0.00002569906,0.0000150262,0.000008000776,0.0005956023,0.00001218867,0.003012778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008992964,"threshold_uncertainty_score":0.01788127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724180421011146,"score_gpt":0.295729750533914,"score_spread":0.2584879463238026,"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."}}