{"id":"W2800392420","doi":"10.3390/asi1020012","title":"Crude Glycerol as an Innovative Corrosion Inhibitor","year":2018,"lang":"en","type":"article","venue":"Applied System Innovation","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"University of Regina","keywords":"Corrosion; Hydrochloric acid; Glycerol; Corrosion inhibitor; Scanning electron microscope; Nuclear chemistry; Biodiesel; Chemistry; Metallurgy; Materials science; Composite material; Biochemistry; Catalysis","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":[0.0001831916,0.0006399826,0.0002862563,0.0003691945,0.0001725516,0.0004202214,0.0005224404,0.0003033596,0.0005694917],"category_scores_gemma":[0.0001568631,0.0001758163,0.0002908511,0.0002384175,0.0001695192,0.0002225052,0.0002746803,0.0004041829,0.0002949048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003335718,"about_ca_system_score_gemma":0.0004059795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004266372,"about_ca_topic_score_gemma":0.00711736,"domain_scores_codex":[0.9997417,0.0000382452,0.00001288567,0.00003419109,0.0001259636,0.00004692169],"domain_scores_gemma":[0.9998972,0.00001354414,0.00002506816,0.000007015266,0.00004242601,0.00001471151],"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":[0.00009797187,0.00002120672,0.0001476128,0.00009080562,0.00000693126,0.00005162956,0.00001222202,0.0002131675,0.9965708,0.00009324117,0.0000332032,0.002661174],"study_design_scores_gemma":[0.000002860014,0.0001653698,0.0002949769,0.000003791296,0.0000167643,0.00006943694,0.000009421766,0.0008811696,0.9971078,0.000006655455,0.001438214,0.000003564692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96851,0.005980954,0.02046067,0.0001755381,0.00006479691,0.0001178458,0.0003297193,0.0001877614,0.004172704],"genre_scores_gemma":[0.9838202,0.003063268,0.009092794,0.00002893443,0.000008212322,0.00002711221,0.0002460107,0.00001983738,0.003693666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004266372,"threshold_uncertainty_score":0.008483112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074778685956382,"score_gpt":0.2796064093113725,"score_spread":0.2588586224518087,"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."}}