{"id":"W4392877983","doi":"10.1016/j.colsurfa.2024.133750","title":"Translucent superhydrophobic coating for murals protection","year":2024,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Natural Science Research of Jiangsu Higher Education Institutions of China; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Coating; Superhydrophobic coating; Materials science; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0001475436,0.0001730965,0.0002090111,0.00003769024,0.0001127115,0.0002118703,0.00005654551,0.00006829434,0.00001492697],"category_scores_gemma":[0.00002707758,0.0001493106,0.00005634547,0.0001434429,0.00005313996,0.0001428883,0.00002340496,0.0001033492,0.000005836963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002976793,"about_ca_system_score_gemma":0.00001914119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004144192,"about_ca_topic_score_gemma":0.000001332713,"domain_scores_codex":[0.9990858,0.00001057041,0.0001712278,0.0003727487,0.0001128304,0.0002468125],"domain_scores_gemma":[0.9996716,0.00008406192,0.00001296154,0.00009313825,0.00002858114,0.0001096711],"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":[0.00001358103,0.00001900579,0.000008029011,0.0003253979,0.00000909226,0.000001408093,0.0003432431,0.0008182944,0.9966311,0.001007424,0.00004366008,0.0007797948],"study_design_scores_gemma":[0.0002401949,0.00006200155,0.0001293691,0.0001318868,0.00001850933,0.000009612272,0.0000602789,0.2122783,0.7847421,0.0003876778,0.001714233,0.0002258843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918776,0.002658105,0.004280354,0.0002594258,0.0002498824,0.0003287914,0.00002433692,0.0002608247,0.00006068426],"genre_scores_gemma":[0.9985219,0.00008289722,0.001076348,0.00001996881,0.00009365469,0.00008256207,0.000005671937,0.0000236631,0.00009336551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.211889,"threshold_uncertainty_score":0.6088711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502251470179987,"score_gpt":0.22122111020018,"score_spread":0.2061985954983801,"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."}}