{"id":"W2901573586","doi":"10.1016/j.cis.2018.11.005","title":"Water drop-surface interactions as the basis for the design of anti-fogging surfaces: Theory, practice, and applications trends","year":2018,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":161,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Saint-François d'Assise; Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Fogging; Mist; Nanotechnology; Context (archaeology); Fabrication; Coating; Wetting; Drop impact; Materials science; Physics; Meteorology; Composite material; Geography","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":[0.0009139887,0.000948705,0.001261334,0.00168227,0.000238749,0.001037789,0.001323036,0.001361044,0.0015079],"category_scores_gemma":[0.0007008984,0.0003991191,0.0005010563,0.001774048,0.0005306013,0.001448629,0.0007172648,0.001905422,0.0009530784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005728768,"about_ca_system_score_gemma":0.000978448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008461318,"about_ca_topic_score_gemma":0.00166685,"domain_scores_codex":[0.9997419,0.00002706132,0.00002858986,0.00004858107,0.0001287044,0.00002513955],"domain_scores_gemma":[0.9996245,0.0001681505,0.00005393212,0.00001390654,0.0001199237,0.00001962641],"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":[0.00004791481,0.0001454391,0.0002692212,0.02446836,0.0001199331,0.0001806202,0.00008544933,0.001072026,0.02154241,0.01831316,0.01080341,0.922952],"study_design_scores_gemma":[0.00001985806,0.0002232696,0.0008084936,0.003261911,0.000189538,0.0009076806,0.00008692531,0.001167006,0.01577989,0.006439115,0.9710659,0.00005052526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003641866,0.9976431,0.0008951614,0.0002707598,0.0001733626,0.000007645252,0.00001418136,0.000007072468,0.0006245838],"genre_scores_gemma":[0.002620074,0.995413,0.001089429,0.0001297928,0.0001350073,0.000009675065,0.00002464381,0.000002268512,0.0005760881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00168227,"threshold_uncertainty_score":0.00504446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384984875345638,"score_gpt":0.3782645093663343,"score_spread":0.3344146606128779,"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."}}