{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001236426,0.0003788952,0.0008301113,0.0002844734,0.0008128661,0.0003134186,0.0004706531,0.0002103277,0.0006883026],"category_scores_gemma":[0.0005796545,0.0003074477,0.00009859211,0.0008023896,0.0007843301,0.001731423,0.0005867833,0.000525044,0.00001705619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237356,"about_ca_system_score_gemma":0.000314462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001471988,"about_ca_topic_score_gemma":0.00003214949,"domain_scores_codex":[0.9972492,0.00005542866,0.0006285396,0.001050923,0.0005524183,0.0004634565],"domain_scores_gemma":[0.9985643,0.0005671721,0.0003925493,0.0002499383,0.00009566402,0.0001303569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008937155,0.0001614026,0.00003930249,0.00268325,0.00000139096,0.000002434336,0.0004842363,0.00005088197,0.5499083,0.0005840348,0.00008026432,0.4459151],"study_design_scores_gemma":[0.0004531739,0.0007311595,0.000002945103,0.003858485,0.0001130114,0.0001410765,0.0006997053,0.0003635584,0.03862972,0.0005551085,0.9537405,0.0007115629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03243527,0.9623348,0.001501517,0.00001628785,0.002322697,0.001094044,0.0001305326,0.00005353794,0.0001113786],"genre_scores_gemma":[0.04482066,0.9532058,0.00130959,0.00005044652,0.00004004749,0.0002243491,0.00002077338,0.00002814679,0.0003001664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9536602,"threshold_uncertainty_score":0.9999378,"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."}}