{"id":"W4281259088","doi":"10.1016/j.cis.2022.102707","title":"Metal organic frameworks (MOFs) as multifunctional nanoplatform for anticorrosion surfaces and coatings","year":2022,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":132,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Coating; Corrosion; Nanotechnology; Metal-organic framework; Porosity; Substrate (aquarium); Fabrication; Composite material; Chemistry","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":[0.0001810393,0.0007073865,0.0005968385,0.000760812,0.0001176407,0.0003836021,0.0005018552,0.0005454921,0.001139815],"category_scores_gemma":[0.0001687797,0.0002050554,0.0002283605,0.0008603221,0.0001489379,0.0004756987,0.0003250374,0.0006948205,0.0005265664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772025,"about_ca_system_score_gemma":0.0002505319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008830181,"about_ca_topic_score_gemma":0.002108934,"domain_scores_codex":[0.9999142,0.000008004885,0.000005061558,0.00001640719,0.00003708198,0.00001930592],"domain_scores_gemma":[0.999961,0.00001293556,0.000009775837,0.000002090916,0.000009527894,0.000004612255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001256409,0.0001345544,0.000146211,0.01488416,0.0001503281,0.000259068,0.00004270668,0.0008764372,0.09047403,0.005856931,0.01643987,0.8706101],"study_design_scores_gemma":[0.000026035,0.000293393,0.00119364,0.001100218,0.0001930198,0.0008082738,0.00003911187,0.0006665464,0.04844,0.001090465,0.9461109,0.00003848952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00258962,0.994554,0.0006759129,0.0001163632,0.0002140018,0.000009858626,0.00004589856,0.00002364136,0.001770613],"genre_scores_gemma":[0.01806625,0.9757406,0.001513058,0.0001784808,0.0001660856,0.00001908714,0.0001103126,0.000006073808,0.004200017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001139815,"threshold_uncertainty_score":0.003813088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274442665152066,"score_gpt":0.3485413176485957,"score_spread":0.3210970511333891,"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."}}