{"id":"W2125745337","doi":"10.3968/j.aped.1925543820130602.1829","title":"Efficiency Criterion of Corrosion Inhibitors of Carbon Steel in Seawater","year":2013,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seawater; Corrosion; Carbon steel; Metallurgy; Carbon fibers; Aqueous solution; Electrical resistivity and conductivity; Materials science; Chemistry; Composite material; Engineering; Organic chemistry; Electrical engineering","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":[0.002186734,0.001213667,0.0008890812,0.002415938,0.0003639664,0.0009247348,0.001160205,0.0009808312,0.0005617571],"category_scores_gemma":[0.004695336,0.0003869105,0.0007111711,0.0007721007,0.0008893832,0.0009180323,0.000780941,0.0005465798,0.000485101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009359158,"about_ca_system_score_gemma":0.0006816579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001715031,"about_ca_topic_score_gemma":0.001508065,"domain_scores_codex":[0.9951444,0.0006251544,0.0004346503,0.0004746947,0.003085025,0.0002359896],"domain_scores_gemma":[0.9952427,0.001036003,0.0007424586,0.000295851,0.002548325,0.0001346401],"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":[0.0002676623,0.00007874661,0.006032941,0.0006218781,0.00005999852,0.0002282363,0.0001688949,0.008589131,0.948488,0.002371537,0.0003993054,0.03269362],"study_design_scores_gemma":[0.00001246336,0.0004890276,0.006685595,0.00003178146,0.00006060177,0.0003643288,0.00006871739,0.03403379,0.9539421,0.0004556865,0.003803208,0.00005263999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5672165,0.008136747,0.3999177,0.0002162062,0.00009855526,0.0004998071,0.0004388364,0.0008443532,0.02263131],"genre_scores_gemma":[0.942871,0.001385904,0.05052478,0.00005300832,0.00002518268,0.0001843715,0.0003616822,0.00006563945,0.004528416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002415938,"threshold_uncertainty_score":0.01156467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418011546087837,"score_gpt":0.2515751214728341,"score_spread":0.2373950060119557,"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."}}