{"id":"W3161823225","doi":"10.1002/cjce.24194","title":"Natural alkaloid as a non‐toxic, environmentally friendly corrosion inhibitor","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Corrosion inhibitor; Alkaloid; Environmentally friendly; Metallurgy; Naphthenic acid; Chemistry; Materials science; Organic chemistry","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":[0.00009830129,0.0002211573,0.000178357,0.0001844288,0.0001183622,0.0001672888,0.0002142441,0.0002716755,0.0008252831],"category_scores_gemma":[0.0001272713,0.00009311831,0.0001374377,0.0001001076,0.0001332364,0.0001225467,0.0001327415,0.0002611995,0.000295519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053426,"about_ca_system_score_gemma":0.000231534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002271238,"about_ca_topic_score_gemma":0.00492735,"domain_scores_codex":[0.9998579,0.00002721271,0.00001093876,0.00002395675,0.00006554933,0.00001439207],"domain_scores_gemma":[0.9998592,0.00002372935,0.00002869128,0.000009143509,0.00006144826,0.00001771493],"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":[0.00004446301,0.00001030575,0.00005722061,0.00006683351,0.000002709366,0.00002057392,0.0000052046,0.00008983292,0.998767,0.00002373121,0.00003114117,0.0008809951],"study_design_scores_gemma":[0.000004934072,0.0002851904,0.0009477941,0.000007925273,0.000009184102,0.00009903508,0.0000125527,0.0006507009,0.9954738,0.000009224902,0.002496114,0.00000354407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812403,0.006227086,0.008198956,0.0001341517,0.0000401467,0.00006315034,0.0003097281,0.0001303981,0.003656022],"genre_scores_gemma":[0.9876161,0.001330779,0.006400676,0.00003088815,0.000005508547,0.00001516564,0.0002339461,0.00001627323,0.004350598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002271238,"threshold_uncertainty_score":0.004516006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004795949337544349,"score_gpt":0.1903399288667555,"score_spread":0.1855439795292112,"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."}}