{"id":"W1984523861","doi":"10.2118/155966-ms","title":"Acid Corrosion Inhibitors with Improved Environmental Profiles","year":2012,"lang":"en","type":"article","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Quinoline; Hydrochloric acid; Environmentally friendly; Corrosion inhibitor; Service life; Chemistry; Environmental science; Materials science; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004268129,0.0007339327,0.0004538991,0.0008788079,0.0002965471,0.0007895349,0.0006282997,0.0005664974,0.003278165],"category_scores_gemma":[0.0004579818,0.0002540154,0.0003915624,0.0005151049,0.0001869231,0.0006488978,0.0005950689,0.0008589117,0.002039452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004106156,"about_ca_system_score_gemma":0.0004388271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216359,"about_ca_topic_score_gemma":0.001572779,"domain_scores_codex":[0.9994358,0.00006639339,0.00004913559,0.00008746528,0.0002738175,0.00008743259],"domain_scores_gemma":[0.9995553,0.00003418811,0.00009414026,0.00002803852,0.0002229976,0.00006543675],"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":[0.0001283575,0.000163479,0.000333707,0.0003018713,0.00001996964,0.0001506977,0.00004839333,0.001065788,0.9709014,0.0009855321,0.000872731,0.02502801],"study_design_scores_gemma":[0.00002179872,0.001017085,0.000888638,0.00003559079,0.00004880017,0.0003317826,0.00002707726,0.001078215,0.941931,0.00009582735,0.0545014,0.00002269553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8175123,0.03593302,0.06669032,0.001342926,0.0004744661,0.0006539183,0.002197153,0.002430914,0.07276489],"genre_scores_gemma":[0.881446,0.01834877,0.04495037,0.0008220815,0.0001658004,0.0001899673,0.002548704,0.0005474518,0.0509808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003278165,"threshold_uncertainty_score":0.01096654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009007565898528936,"score_gpt":0.2121803011566953,"score_spread":0.2031727352581664,"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."}}