{"id":"W4285165681","doi":"10.1039/9781839166259-00077","title":"Nanocontainers as Corrosion Inhibitors","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Corrosion; Materials science; Coating; Corrosion inhibitor; Self-healing; Nanotechnology; Oxide; Lacquer; Metallurgy","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":[0.00004749522,0.0004918939,0.0002141855,0.0002119524,0.0002177854,0.000643321,0.0003943366,0.0003409671,0.003892419],"category_scores_gemma":[0.00009078586,0.0001810093,0.0001414862,0.0002294441,0.0001445628,0.00047116,0.0003307664,0.0006783886,0.003227612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004807942,"about_ca_system_score_gemma":0.0002083268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008639976,"about_ca_topic_score_gemma":0.002341424,"domain_scores_codex":[0.9999206,0.000005448792,0.000002337893,0.00002058401,0.00004381948,0.00000711028],"domain_scores_gemma":[0.9999735,0.00000801332,0.000004352477,0.000002137023,0.000008209165,0.000003676667],"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":[0.00009798326,0.00008896957,0.0001067089,0.001443286,0.00001727103,0.0002936148,0.0004364947,0.001030125,0.7263952,0.03741236,0.02122565,0.2114523],"study_design_scores_gemma":[0.000005041642,0.00008110141,0.0002123618,0.000118772,0.00001774775,0.0003525509,0.00004315149,0.001261487,0.2261252,0.001668078,0.7701028,0.00001181297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1012326,0.3693965,0.05319531,0.001845127,0.003153747,0.0002078019,0.0006761213,0.00158783,0.4687049],"genre_scores_gemma":[0.1699981,0.1571882,0.03014611,0.0009092798,0.0003121006,0.0001597591,0.0005872386,0.0004150816,0.6402842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003892419,"threshold_uncertainty_score":0.01302147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636593860640593,"score_gpt":0.241643616935672,"score_spread":0.2252776783292661,"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."}}