{"id":"W4366146406","doi":"10.11159/icnnfc23.111","title":"Hydrophobic Surface Fabrication of Metallic Materials","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Recent Advances in Nanotechnology","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Samsung; National Research Foundation of Korea; Korea Institute for Advancement of Technology; Ministry of Science and ICT, South Korea; Ministry of Trade, Industry and Energy; National Research Foundation","keywords":"Fabrication; Materials science; Metal; Surface (topology); Nanotechnology; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006287607,0.0001772881,0.0004345134,0.0003862797,0.00006924063,0.00001725768,0.0009623194,0.0001190574,0.000213442],"category_scores_gemma":[0.0003607083,0.0001342615,0.00005578983,0.002130921,0.0004489288,0.0002257237,0.0002425235,0.0001538555,0.00006453687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007349599,"about_ca_system_score_gemma":0.00002416761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001086412,"about_ca_topic_score_gemma":0.00002318731,"domain_scores_codex":[0.998312,0.0000326531,0.0006086207,0.0003979891,0.0003356575,0.0003131035],"domain_scores_gemma":[0.9987431,0.0001204261,0.0005412333,0.0003072319,0.0002628974,0.00002518038],"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":[0.00008583881,0.00006926957,0.001568307,0.00007304041,0.000004214754,2.800369e-7,0.0000423067,0.0003552793,0.9868048,0.009673147,0.0001514495,0.001172054],"study_design_scores_gemma":[0.0003133113,0.00004129487,0.0003722716,0.0001144572,0.000008028437,0.00000112173,0.0001003988,0.0001373886,0.9784758,0.004311263,0.01599908,0.0001255922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948312,0.0005312323,0.00000140536,0.001949795,0.001455201,0.0004391175,0.00001852404,0.0001756467,0.0005978439],"genre_scores_gemma":[0.9956231,0.002956249,0.0003301898,0.00004597712,0.00001182211,0.0000452042,0.000002169911,0.00001851579,0.0009667829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01584763,"threshold_uncertainty_score":0.5475025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670006490304878,"score_gpt":0.2723500702478861,"score_spread":0.2556500053448373,"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."}}