{"id":"W2751626405","doi":"10.1088/2053-1591/aacc7b","title":"Improving the Mechanical Durability of Superhydrophobic Coating by Deposition onto a Mesh Structure","year":2018,"lang":"en","type":"article","venue":"Materials Research Express","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regroupement Québécois sur les Matériaux de Pointe","funders":"","keywords":"Abrasion (mechanical); Rugosity; Materials science; Coating; Durability; Microscale chemistry; Composite material; Layer (electronics); Microstructure","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":[0.003812663,0.000198583,0.0003523682,0.00007100049,0.000697839,0.0003429391,0.0008863076,0.0001756431,0.003981069],"category_scores_gemma":[0.0008591001,0.0001356854,0.00005546157,0.0002701927,0.0008477107,0.0002899487,0.0004485766,0.0002226133,0.00009893276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276557,"about_ca_system_score_gemma":0.0001077471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003554578,"about_ca_topic_score_gemma":0.0001129057,"domain_scores_codex":[0.9951649,0.001869115,0.0006303335,0.0006011961,0.001089468,0.0006449734],"domain_scores_gemma":[0.9976715,0.0004319242,0.000146344,0.0009605791,0.000650191,0.0001394786],"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":[0.0001953367,0.00007053189,0.00004007866,0.00007530666,0.000005197708,0.00000112727,0.0008918249,0.000003002867,0.9976369,0.0002436561,0.0007250942,0.0001119236],"study_design_scores_gemma":[0.0002965246,0.0001647093,0.0001009602,0.00003305397,0.000006354855,0.000006519247,0.0004261848,0.0006238191,0.9975945,0.0004250501,0.0001771948,0.0001451405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970337,0.00005046941,0.001017501,0.0002361977,0.0004606381,0.0006844942,0.0003635873,0.00007327674,0.00008012862],"genre_scores_gemma":[0.9984494,0.000007495797,0.001073879,0.00005558367,0.0002051998,0.00007804844,0.0000309227,0.0000284921,0.0000709857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003882136,"threshold_uncertainty_score":0.9969294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407310718889411,"score_gpt":0.3205199830649785,"score_spread":0.2797889111760374,"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."}}