{"id":"W4414517949","doi":"10.1021/acsapm.5c02222","title":"Eco-friendly Superhydrophobic MWCNTs/PTFE/PEEK Powder Coating for Stable Superhydrophobicity in Extreme Environments","year":2025,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Foshan Science and Technology Bureau; China Scholarship Council; National Natural Science Foundation of China","keywords":"Sandpaper; Inert; Coating; Thermal stability; Durability; Fabrication; Composite number; Abrasion (mechanical); Compatibility (geochemistry)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001292065,0.0006382635,0.0009926346,0.0003440923,0.0004543182,0.0003499514,0.0008081873,0.0003615271,0.003171521],"category_scores_gemma":[0.00006810612,0.000640452,0.000108496,0.0004555125,0.0002791247,0.0003580504,0.0003344515,0.000184857,0.0006408767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003030777,"about_ca_system_score_gemma":0.0001738837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009374502,"about_ca_topic_score_gemma":0.00007060158,"domain_scores_codex":[0.9954051,0.0002322238,0.001355773,0.001286293,0.0004866091,0.001233972],"domain_scores_gemma":[0.9981743,0.0003062895,0.0002396079,0.001054178,0.0000436483,0.0001819411],"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":[0.000307933,0.0002896945,0.0004247299,0.00009542242,0.00002343511,0.000005115837,0.0004823789,0.00008664961,0.9943536,0.002950649,0.0007939285,0.0001864671],"study_design_scores_gemma":[0.00212649,0.00005221473,0.0008079215,0.00004889909,0.00004449622,0.000003229801,0.000410104,0.00004720764,0.990167,0.0007126625,0.004962458,0.0006173591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931223,0.000376176,0.0005747773,0.0003445455,0.001239225,0.001616482,0.0003628573,0.0001760512,0.002187627],"genre_scores_gemma":[0.9936588,0.00005656395,0.000600652,0.001011625,0.0001158917,0.0008373961,0.0001773414,0.00009221938,0.003449488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004186638,"threshold_uncertainty_score":0.9996047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813515969760311,"score_gpt":0.2461920564180624,"score_spread":0.2180568967204593,"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."}}