{"id":"W2147635184","doi":"10.5006/1.3278472","title":"Application of Ligand Field Theory in Corrosion Inhibition","year":2008,"lang":"en","type":"article","venue":"CORROSION","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Aniline; Benzimidazole; Corrosion; Copper; Titanium; Ligand (biochemistry); Corrosion inhibitor; Inorganic chemistry; Materials science; Chemistry; Metallurgy; Organic chemistry; Receptor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006419108,0.0007474647,0.0009601237,0.0009205425,0.0004045519,0.0007493668,0.0009613209,0.0009065359,0.002010856],"category_scores_gemma":[0.0008230394,0.0002657692,0.0006411936,0.00038545,0.001162009,0.0008803701,0.000643337,0.00104992,0.0004535922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409733,"about_ca_system_score_gemma":0.0005060288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504601,"about_ca_topic_score_gemma":0.0004859077,"domain_scores_codex":[0.9995477,0.0001506055,0.00001272741,0.00005375539,0.0001687651,0.00006652772],"domain_scores_gemma":[0.9997059,0.0001521396,0.00002877911,0.00002875371,0.000063819,0.00002063393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001074753,0.0001611287,0.0004726154,0.0005030797,0.00005460163,0.0001935687,0.0001903497,0.2050577,0.04247358,0.7213461,0.001826078,0.02761367],"study_design_scores_gemma":[0.00004894645,0.0001910034,0.0003204953,0.00002761376,0.00001751452,0.00009628568,0.00002846615,0.7036322,0.01472072,0.2752835,0.005581143,0.00005204512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1988669,0.01616503,0.6890235,0.003444169,0.0005403569,0.0002420285,0.000185197,0.0008223887,0.09071044],"genre_scores_gemma":[0.9404047,0.006519041,0.03345232,0.0006319754,0.0003206516,0.0002886447,0.0001221894,0.0001067494,0.01815374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002010856,"threshold_uncertainty_score":0.0102284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558776805216049,"score_gpt":0.2517665024188399,"score_spread":0.2361787343666794,"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."}}