{"id":"W4412494785","doi":"10.1016/j.colsurfa.2025.137810","title":"Bioinspired superoleophobic miniaturerobots and their multiple functions at the oil–water interface","year":2025,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"State Administration of Foreign Experts Affairs; China Postdoctoral Science Foundation; Natural Science Foundation of Liaoning Province; National Natural Science Foundation of China; National Key Research and Development Program of China; Canadian Anesthesiologists' Society","keywords":"Interface (matter); Materials science; Chemical engineering; Nanotechnology; Composite material; Engineering; Contact angle","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":[0.0001677074,0.0001817973,0.0001593203,0.0001269793,0.0001657634,0.0003336803,0.0003515931,0.0003759728,0.0007738327],"category_scores_gemma":[0.0001651272,0.0001656765,0.0001274997,0.00009203066,0.0003307781,0.0004303478,0.0004475547,0.0003598589,0.0002302471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002522856,"about_ca_system_score_gemma":0.0001120115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002021609,"about_ca_topic_score_gemma":0.0003767467,"domain_scores_codex":[0.9999266,0.000007439312,0.000002321143,0.00001755636,0.0000202809,0.00002586008],"domain_scores_gemma":[0.999947,0.00001127203,0.00001021181,0.000006347855,0.000008491494,0.00001667465],"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":[0.00004126115,0.00001093989,0.0001255945,0.000026956,0.000002732482,0.00004323377,0.0000344278,0.0002078731,0.9954619,0.001388361,0.00007650951,0.002580213],"study_design_scores_gemma":[0.000009999443,0.0001759015,0.00111551,0.000004542123,0.000006202428,0.000151892,0.00005271616,0.005597381,0.9896611,0.0004622343,0.002751242,0.00001127735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855295,0.001409618,0.01055635,0.0001338821,0.00003765702,0.00001182269,0.00003437522,0.00009410436,0.002192589],"genre_scores_gemma":[0.992133,0.0003398763,0.004540522,0.00008669181,0.00000888216,0.00001172454,0.00003274379,0.00001149163,0.002835068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007738327,"threshold_uncertainty_score":0.002588749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003492395269758668,"score_gpt":0.1797535768277457,"score_spread":0.176261181557987,"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."}}