{"id":"W2125028553","doi":"10.1039/b715731b","title":"Hierarchical structures for natural superhydrophobic surfaces","year":2007,"lang":"en","type":"article","venue":"Soft Matter","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wetting; Surface (topology); Materials science; Surface energy; Fabrication; Nanotechnology; Natural (archaeology); Geometry; Composite material; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005284355,0.0001820355,0.0002054341,0.00007222803,0.0002395775,0.0001057187,0.000296495,0.000100401,0.003016418],"category_scores_gemma":[0.00005581837,0.0001452437,0.0001017145,0.0001030158,0.0001716478,0.0001554759,0.00005371739,0.0001468573,0.0010604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004263708,"about_ca_system_score_gemma":0.00002997178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005114568,"about_ca_topic_score_gemma":0.00003052414,"domain_scores_codex":[0.9985089,0.00004464916,0.0003011976,0.0003922175,0.0002596519,0.0004934333],"domain_scores_gemma":[0.9991674,0.0002726261,0.00004609683,0.0003178971,0.00007681762,0.0001191208],"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":[0.00009811645,0.00002626711,0.004883623,0.00002353766,0.000004925658,0.000003374754,0.0004254559,0.00004022161,0.9881307,0.0003690597,0.005645585,0.0003490903],"study_design_scores_gemma":[0.0007279147,0.00004843266,0.05958808,0.000009180104,0.00001488955,0.00002639717,0.0001646413,0.0008875538,0.9133885,0.003984959,0.0207179,0.0004415769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910986,0.0001454613,0.005677926,0.001007388,0.001098334,0.0002846912,0.0000299112,0.000130631,0.0005270023],"genre_scores_gemma":[0.9904667,0.000001328149,0.00554362,0.002198132,0.0001578253,0.00001311486,0.00002086947,0.0000277041,0.001570666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07474227,"threshold_uncertainty_score":0.9997174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555144026320634,"score_gpt":0.2687851595035834,"score_spread":0.2532337192403771,"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."}}