{"id":"W4280591790","doi":"10.1016/j.porgcoat.2022.106918","title":"One-step fabrication of superhydrophobic nanocomposite with superior anticorrosion performance","year":2022,"lang":"en","type":"article","venue":"Progress in Organic Coatings","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Contact angle; Coating; Composite material; Dielectric spectroscopy; Scanning electron microscope; Nanoparticle; Nanocomposite; Fabrication; Superhydrophobic coating; Paint adhesion testing; Electrochemistry; Nanotechnology; Electrode","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":[],"category_scores_codex":[0.0005569017,0.0001579548,0.0002863002,0.0001336949,0.0002990975,0.00004178928,0.0004259147,0.00004013388,0.001730497],"category_scores_gemma":[0.00002798243,0.0001552402,0.00003198441,0.0007246861,0.0001868552,0.0002107432,0.0002560225,0.0001980511,0.00002944032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614072,"about_ca_system_score_gemma":0.00009834243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001095542,"about_ca_topic_score_gemma":0.00001367595,"domain_scores_codex":[0.9980995,0.000157768,0.0004527261,0.0004175578,0.0005740402,0.0002984037],"domain_scores_gemma":[0.999164,0.00005672754,0.0001924928,0.0003996364,0.0001308963,0.00005619531],"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":[0.0001070934,0.0002590084,0.1921374,0.00005826469,0.000001535508,0.000001883822,0.001625523,0.00008613534,0.8034348,0.00002685021,0.000007509289,0.00225392],"study_design_scores_gemma":[0.0009955753,0.0004848141,0.06821867,0.00007342453,0.00001713986,0.00002509269,0.0008273103,0.006484869,0.9221964,0.000007056645,0.0003643384,0.0003052889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985604,0.0002877989,0.0001731882,0.0001944627,0.00014674,0.0004588128,0.00001756673,0.00009342799,0.00006765444],"genre_scores_gemma":[0.9969488,0.0000211636,0.00270728,0.00006581841,0.00001523783,0.0001353672,0.00002451281,0.00003226631,0.00004953197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1239187,"threshold_uncertainty_score":0.999182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332864432298394,"score_gpt":0.2281151426059542,"score_spread":0.2147864982829703,"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."}}