{"id":"W2421917278","doi":"10.1155/2016/7958152","title":"Development of a Stable TiO<sub>2</sub>Nanocomposite Self-Cleaning Coating for Outdoor Applications","year":2016,"lang":"en","type":"article","venue":"Advances in Materials Science and Engineering","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Hydro-Québec; Université du Québec à Chicoutimi","keywords":"Materials science; Coating; Nanocomposite; Immersion (mathematics); Scanning electron microscope; Contact angle; Composite material; Aqueous solution; Surface roughness; Chemical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00114002,0.0001100366,0.0001831992,0.0001211868,0.0001745352,0.00006211621,0.0002108942,0.00002719938,0.000007503689],"category_scores_gemma":[0.0000924939,0.0000864516,0.00001067331,0.0002495794,0.0001049581,0.0007229484,0.00007367835,0.00001815997,0.000008693266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009192477,"about_ca_system_score_gemma":0.00008570886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002057217,"about_ca_topic_score_gemma":0.000003756129,"domain_scores_codex":[0.9987994,0.00001006677,0.0003691148,0.0003066521,0.0002101074,0.000304629],"domain_scores_gemma":[0.9994912,0.00009796851,0.00009255251,0.0001483854,0.0001105864,0.00005929267],"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":[0.000006858834,0.0000149625,0.00008579456,0.0000834595,7.661982e-7,1.058477e-7,0.0004004306,0.0005390023,0.9945936,0.0007431012,3.724917e-7,0.003531503],"study_design_scores_gemma":[0.0002130254,0.00001110351,0.000542554,0.00009496255,0.000002252089,0.000001401042,0.00008245097,0.0005561084,0.9973794,0.00008576336,0.0008982279,0.0001327947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494984,0.0001251879,0.04975951,0.00002061374,0.0001749035,0.0003166234,0.00001278534,0.00006739988,0.00002453362],"genre_scores_gemma":[0.9225137,0.00007836905,0.07717986,0.00001039481,0.00002078667,0.0001830009,0.000001030745,0.00000956798,0.000003293322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02742035,"threshold_uncertainty_score":0.3525394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009573467706340228,"score_gpt":0.2349441265573108,"score_spread":0.2253706588509706,"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."}}