{"id":"W2763005845","doi":"10.1002/pc.24602","title":"Surface modification of cellulosic materials for polyethylene composite applications","year":2017,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Organosolv; Ultimate tensile strength; Polyethylene; Composite number; Cellulose fiber; Surface modification; Fiber; Cellulose; Chemical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001246188,0.0003830945,0.0001255857,0.0001656166,0.0001193532,0.0002110053,0.0001213036,0.0002064595,0.0008606579],"category_scores_gemma":[0.0001238156,0.0001354238,0.0002186791,0.0001535498,0.00009420481,0.0001811148,0.0001038949,0.0003286272,0.0002847293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457582,"about_ca_system_score_gemma":0.00009841966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002025309,"about_ca_topic_score_gemma":0.0004668505,"domain_scores_codex":[0.9999212,0.000008133622,0.000004955397,0.00001367084,0.0000352335,0.00001664238],"domain_scores_gemma":[0.999946,0.000008679626,0.00001480204,0.000006898612,0.00001507738,0.000008670831],"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":[0.000009858323,0.000007205216,0.0000444766,0.00002035798,0.0000016307,0.0000220739,0.000005192628,0.00006254096,0.998434,0.00003812668,0.00001458665,0.001339915],"study_design_scores_gemma":[0.000001758391,0.0000538886,0.001180127,0.000002064491,0.000004491469,0.00007016243,0.000006359868,0.0003516803,0.9968891,0.00001806697,0.001419711,0.000002568889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811591,0.002036106,0.01306537,0.00006241909,0.00005143914,0.00005401489,0.0002018294,0.00007566408,0.003294093],"genre_scores_gemma":[0.9873121,0.001113504,0.00866646,0.00004410431,0.00001210028,0.00003398623,0.0002382295,0.00001901411,0.002560541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008606579,"threshold_uncertainty_score":0.002879202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637893445505705,"score_gpt":0.2901271263852946,"score_spread":0.2637481919302375,"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."}}