{"id":"W4383743541","doi":"10.1016/j.cej.2023.144726","title":"Durable and comfortable superoleophobic fabrics utilizing ultra-short-chain fluorinated surface chemistry","year":2023,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Contact angle; Hexadecane; Materials science; Textile; Cyanoacrylate; Composite material; Fouling; Biofouling; Octane; Chemical engineering; Viscose; Decane; Adhesive; Chemistry; Organic chemistry; Layer (electronics); Membrane","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":[0.00056937,0.0002184364,0.0002742881,0.00003992428,0.0001692871,0.0001882194,0.000251166,0.00014701,0.0002465503],"category_scores_gemma":[0.0002162621,0.0002139415,0.00006823387,0.000402883,0.00006383364,0.0001925667,0.00005864519,0.0004504003,0.00006311988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009784663,"about_ca_system_score_gemma":0.00004421216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001102352,"about_ca_topic_score_gemma":9.854295e-8,"domain_scores_codex":[0.9984618,0.00001753427,0.0003670768,0.0002972554,0.0003106962,0.0005456653],"domain_scores_gemma":[0.9992154,0.0001265281,0.00004046628,0.000212459,0.00007696826,0.0003281647],"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":[0.000008909209,0.00001810249,0.0004069583,0.00005808205,0.000007894199,0.00002421568,0.000135614,0.01743556,0.9814596,0.00001358207,0.0003768942,0.00005460412],"study_design_scores_gemma":[0.00028076,0.000007397803,0.0002442736,0.00004587769,0.00000945498,0.0002177258,0.0001686065,0.06241059,0.935776,0.00001910254,0.0005820674,0.0002381729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976462,0.0002941818,0.001006417,0.0001300913,0.0003026701,0.00006614982,0.00001018219,0.0003461097,0.0001980566],"genre_scores_gemma":[0.9977674,0.0001662252,0.001607549,0.00002333254,0.00008917015,0.000004034125,0.00001236655,0.00003630459,0.0002935434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04568361,"threshold_uncertainty_score":0.8724283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728079224315068,"score_gpt":0.2210699450416073,"score_spread":0.2037891527984566,"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."}}