{"id":"W2626348956","doi":"10.1016/j.carbpol.2017.06.038","title":"Combination of microsized mineral particles and rosin as a basis for converting cellulosic fibers into “sticky” superhydrophobic paper","year":2017,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Fundamental Research Funds for the Central Universities; Program for New Century Excellent Talents in University; Central University Basic Research Fund of China; Northeast Forestry University","keywords":"Rosin; Cellulosic ethanol; Materials science; Mineral; Polymer science; Cellulose fiber; Composite material; Cellulose; Chemistry; Fiber; Metallurgy; Resin acid; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003867462,0.0002094213,0.0003472847,0.0000759935,0.0005520615,0.0001772285,0.0002978962,0.00010485,0.000205894],"category_scores_gemma":[0.0003441644,0.0002012608,0.0001028164,0.00007430671,0.0005787154,0.0003812963,0.00008964614,0.0000640006,0.00002433876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005865745,"about_ca_system_score_gemma":0.00008383996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915882,"about_ca_topic_score_gemma":0.00005467291,"domain_scores_codex":[0.9985274,0.00009440874,0.0004169692,0.0004193599,0.0001947108,0.0003471313],"domain_scores_gemma":[0.998768,0.0001785236,0.0002596832,0.0005196782,0.0001157701,0.0001583597],"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":[0.0001184506,0.00005648618,0.00118779,0.00005867608,0.00001417407,0.000002024858,0.002195544,0.00001654699,0.995536,0.0003166793,0.00003111877,0.0004665348],"study_design_scores_gemma":[0.001376959,0.00009608106,0.002345532,0.00004134751,0.00005945149,0.000002262695,0.0005457588,0.005605019,0.9891663,0.000425853,0.00009441819,0.0002409766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973021,0.0004410139,0.00007687461,0.001062857,0.0004480506,0.000377569,0.00003220436,0.00004744881,0.0002118849],"genre_scores_gemma":[0.9988148,0.00003345838,0.0005750085,0.0002497912,0.00002917438,0.000058464,0.00001232816,0.00002951578,0.0001974222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006369634,"threshold_uncertainty_score":0.8207179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746539653156761,"score_gpt":0.2588351673527216,"score_spread":0.241369770821154,"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."}}