{"id":"W2895585107","doi":"10.1016/j.apsusc.2018.10.041","title":"Polyamide 6.6 separates oil/water due to its dual underwater oleophobicity/underoil hydrophobicity: Role of 2D and 3D porous structures","year":2018,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyamide; Materials science; Porosity; Chemical engineering; Underwater; Composite material; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001066003,0.0004681636,0.0001363818,0.0001962856,0.0001205414,0.0003477157,0.000195287,0.0002960209,0.001665193],"category_scores_gemma":[0.0001391673,0.0002585289,0.0002040301,0.0000758756,0.0002107928,0.0004944717,0.000253709,0.0003615449,0.0005691767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071139,"about_ca_system_score_gemma":0.0001855071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002781142,"about_ca_topic_score_gemma":0.0005657244,"domain_scores_codex":[0.999905,0.000008590138,0.000004346094,0.0000237703,0.00002247885,0.00003584895],"domain_scores_gemma":[0.9999167,0.00001306021,0.00002781311,0.000006287109,0.00001168708,0.00002452551],"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":[0.0000354237,0.00000975271,0.00006538564,0.00001857858,0.000001501151,0.00002698671,0.000006789076,0.00007702681,0.9980168,0.0000916174,0.00001590618,0.001634137],"study_design_scores_gemma":[0.000004837102,0.00007748137,0.0006937895,0.000003067755,0.000004244327,0.00006733284,0.000009741962,0.000729981,0.9977216,0.00003921621,0.0006427901,0.000005782681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838946,0.0007929043,0.01095567,0.00006125205,0.0000492654,0.00001896512,0.0001009406,0.0001817133,0.003944682],"genre_scores_gemma":[0.9915128,0.0003673539,0.005219573,0.00004451122,0.00001379493,0.00001206743,0.0001168866,0.00003548291,0.00267737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001665193,"threshold_uncertainty_score":0.00557065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361725160717277,"score_gpt":0.2465062353632545,"score_spread":0.2328889837560817,"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."}}