{"id":"W2057567875","doi":"10.1021/la101259h","title":"Direct Method of Tracing the Wetting States on Nanocomposite Surfaces","year":2010,"lang":"en","type":"article","venue":"Langmuir","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Xerox (Canada); McMaster University","funders":"","keywords":"Wetting; Nanocomposite; Nanotechnology; Tracing; Materials science; Carbon nanotube; Contact angle; Drop (telecommunication); Wetting transition; Nanostructure; Composite material; Engineering; Computer science; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0008295937,0.00008095329,0.000136643,0.00002439375,0.0001584091,0.00004058877,0.0002150722,0.00003855725,0.0003591669],"category_scores_gemma":[0.0000532364,0.00004914662,0.00004245397,0.00009904586,0.00006520934,0.00005789413,0.000027485,0.000109422,0.00008882946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005875481,"about_ca_system_score_gemma":0.00001017551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003050705,"about_ca_topic_score_gemma":0.00005991102,"domain_scores_codex":[0.999213,0.0001454491,0.0001623486,0.0001637194,0.0001704667,0.0001449483],"domain_scores_gemma":[0.9992393,0.0003797887,0.00007512257,0.0002386907,0.00004058295,0.00002651339],"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":[0.00001085912,0.00002354602,0.0007123567,0.000008457911,0.000002849328,6.15475e-7,0.00154505,0.0004556487,0.9959378,0.0003356822,0.0001495803,0.0008175087],"study_design_scores_gemma":[0.00008522853,0.00001464939,0.007621383,0.000007689488,0.000005274139,0.000002350351,0.0002054504,0.002038001,0.9870569,0.00005825732,0.002836672,0.00006815051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945341,0.00002798476,0.0003036424,0.0006590033,0.0002480578,0.00009455706,0.00001938653,0.00006628827,0.004046952],"genre_scores_gemma":[0.9942463,0.000002348401,0.005263849,0.0001561718,0.00003315932,0.000005620699,0.000003248016,0.000008988157,0.0002803337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008880951,"threshold_uncertainty_score":0.3932626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682540715343425,"score_gpt":0.2833230364117062,"score_spread":0.266497629258272,"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."}}