{"id":"W2048754673","doi":"10.1016/j.triboint.2012.10.026","title":"The synergistic effect between erosion and corrosion of API pipeline in CO2 and saline medium","year":2012,"lang":"en","type":"article","venue":"Tribology International","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Corrosion; Erosion corrosion; Materials science; Erosion; Metallurgy; Layer (electronics); Oxide; Carbon steel; Scanning electron microscope; Composite material; Geology","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":[0.0005633545,0.00006748896,0.0001084538,0.00003053552,0.00005894421,0.000006139951,0.00009552696,0.00004870016,0.0001867924],"category_scores_gemma":[0.0003065017,0.00004392702,0.00001318179,0.00004668188,0.0002598528,0.00006398896,0.0001850501,0.0001076816,0.00001624077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002736988,"about_ca_system_score_gemma":0.000002308116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009725525,"about_ca_topic_score_gemma":0.00006600566,"domain_scores_codex":[0.9993344,0.00009799978,0.0001777683,0.0001073769,0.0001381344,0.0001442977],"domain_scores_gemma":[0.9992183,0.0005882918,0.00007376265,0.00005745437,0.000005689433,0.00005652985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003735074,0.00001640158,0.9324849,0.000001844644,0.000001594169,4.369835e-7,0.00009083104,0.00001064145,0.06452719,0.0002603772,0.0002772743,0.002291106],"study_design_scores_gemma":[0.0006882392,0.00006955182,0.9859086,0.00001619282,0.000008253389,0.000005423245,0.00002139675,0.001025847,0.01073964,0.0001505095,0.001314357,0.00005198772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997566,0.0001281959,0.0006013389,0.0008020659,0.0002801189,0.0000733331,0.000008488289,0.000006220807,0.000534187],"genre_scores_gemma":[0.9995179,0.00008369891,0.00007300523,0.00007462212,0.00006671513,0.000004774752,0.00002113388,0.000004064326,0.0001540958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05378755,"threshold_uncertainty_score":0.2045246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009878142905062693,"score_gpt":0.2739969391247067,"score_spread":0.264118796219644,"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."}}