{"id":"W2765272385","doi":"10.1021/acs.langmuir.7b01350","title":"Superhydrophobicity from the Inside","year":2017,"lang":"en","type":"article","venue":"Langmuir","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Canadian Light Source (Canada)","funders":"Australian Research Council","keywords":"Synchrotron; Nanotechnology; Substrate (aquarium); Contact angle; Aqueous solution; Chemical physics; Layer (electronics); Diffusion; Chemistry; Monolayer; Materials science; Chemical engineering; Optics; Composite material; Physical chemistry; Thermodynamics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002402539,0.0001022267,0.0001286579,0.000008408296,0.001064133,0.0003276396,0.0008369288,0.00005655238,0.001759611],"category_scores_gemma":[0.0001375611,0.00006374413,0.00005394922,0.00002398457,0.0002177264,0.0001901319,0.0001648656,0.00009990718,0.002222931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002049534,"about_ca_system_score_gemma":0.00002069116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004451292,"about_ca_topic_score_gemma":0.0003786561,"domain_scores_codex":[0.999158,0.00007421494,0.0001331681,0.0002430007,0.0001988432,0.0001927688],"domain_scores_gemma":[0.9987469,0.00009368715,0.00007211462,0.00100123,0.00003547596,0.00005063242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001727509,0.00003436676,0.02807029,0.000002028887,0.000005543668,0.00001044531,0.001218426,0.000007565915,0.9614131,0.0009792898,0.007649135,0.0005925173],"study_design_scores_gemma":[0.0003747457,0.00001062775,0.5853478,0.000008405545,0.00001203996,0.000003230769,0.0002027556,0.0003527034,0.341637,0.00113108,0.07071822,0.0002013773],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858328,0.00009336198,0.0000796627,0.003903454,0.0004593487,0.0000916416,0.00006150604,0.00009379305,0.009384413],"genre_scores_gemma":[0.9977951,0.00000876162,0.000232621,0.001042372,0.0002156589,0.00001030861,0.000009451072,0.00001105141,0.0006746923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6197761,"threshold_uncertainty_score":0.9991529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045311035165409,"score_gpt":0.2708375692397506,"score_spread":0.2303844588880965,"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."}}