{"id":"W2547075089","doi":"10.1016/j.jcis.2016.10.094","title":"Transparent, wear-resistant, superhydrophobic and superoleophobic poly(dimethylsiloxane) (PDMS) surfaces","year":2016,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":228,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Egg Farmers of Canada","keywords":"Materials science; Polydimethylsiloxane; Coating; Contact angle; Biofouling; Superhydrophobic coating; Composite material; Nanoparticle; Silicone; Nanotechnology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001424219,0.0002850444,0.0001615359,0.0002855514,0.0001863036,0.0002744976,0.0002758976,0.0003833238,0.000919505],"category_scores_gemma":[0.0003228973,0.0003213774,0.0003152875,0.000118257,0.0002728628,0.0003419915,0.0003404652,0.0004545604,0.000176031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002298435,"about_ca_system_score_gemma":0.0001481546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004288837,"about_ca_topic_score_gemma":0.0007671257,"domain_scores_codex":[0.9997683,0.00001603494,0.000009907223,0.00003202352,0.0001085299,0.00006512332],"domain_scores_gemma":[0.9998382,0.00003662741,0.00004005331,0.00002203082,0.00002380642,0.00003914332],"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":[0.0001106162,0.00001191947,0.0001333165,0.00003109897,0.000006053284,0.0000575657,0.00002000431,0.0002035225,0.998108,0.0002193021,0.00008336068,0.001015141],"study_design_scores_gemma":[0.00001950162,0.0002114779,0.004159573,0.00000382207,0.00001424927,0.0002964026,0.00003212546,0.003204826,0.9906879,0.0001122192,0.0012435,0.00001441437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916584,0.0007471162,0.00474661,0.00007860343,0.0000537126,0.00001799644,0.0002622387,0.00007860343,0.002356704],"genre_scores_gemma":[0.9923613,0.0003786211,0.003413718,0.00007724788,0.00001689438,0.00001504409,0.0002392985,0.00001946887,0.003478352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000919505,"threshold_uncertainty_score":0.003076017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982488260683512,"score_gpt":0.267371285477188,"score_spread":0.2475464028703529,"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."}}