{"id":"W3000413020","doi":"10.1515/hf-2019-0184","title":"Superhydrophobic wood grafted by poly(2-(perfluorooctyl)ethyl methacrylate) via ATRP with self-cleaning, abrasion resistance and anti-mold properties","year":2020,"lang":"en","type":"article","venue":"Holzforschung","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"National Natural Science Foundation of China","keywords":"Materials science; Fourier transform infrared spectroscopy; Composite material; Contact angle; Methacrylate; Abrasion (mechanical); Mold; Grafting; X-ray photoelectron spectroscopy; Scanning electron microscope; Polymerization; Chemical engineering; Polymer","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"],"consensus_categories":[],"category_scores_codex":[0.0004524775,0.0004674767,0.0005514579,0.00007997822,0.0004589316,0.0002376447,0.0004197052,0.0001896879,0.0003012654],"category_scores_gemma":[0.00007388942,0.0003636596,0.00007899386,0.0005035741,0.000265489,0.0006390412,0.0001545917,0.0003225452,0.0002216927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007279265,"about_ca_system_score_gemma":0.0000847904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002033057,"about_ca_topic_score_gemma":0.00005945449,"domain_scores_codex":[0.9969577,0.0002493221,0.0005122263,0.001012375,0.0006224021,0.0006459294],"domain_scores_gemma":[0.9986834,0.00006364495,0.0001567246,0.0005212055,0.0001393937,0.000435632],"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":[0.0002183134,0.00008614853,0.003902048,0.0001205541,0.0000251804,0.00002277847,0.003489723,0.00003632168,0.9909598,0.00003803556,0.0009239297,0.000177119],"study_design_scores_gemma":[0.001462539,0.0002585891,0.004175575,0.0001211345,0.0000772172,0.00002992323,0.0007713494,0.002644086,0.9835041,0.00002013808,0.006118401,0.0008169414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914774,0.00448986,0.0007552983,0.001605517,0.0001212662,0.0005528593,0.00003192178,0.000624405,0.0003414201],"genre_scores_gemma":[0.9938303,0.0002553875,0.004325065,0.0009249026,0.00005830848,0.00004103498,0.00001725622,0.00008300744,0.0004647734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007455743,"threshold_uncertainty_score":0.9998816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422946483870063,"score_gpt":0.1984742097038135,"score_spread":0.1842447448651129,"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."}}