{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003395237,0.0002686327,0.0004485146,0.00008155611,0.0007860284,0.0003414033,0.001240361,0.0001141546,0.0001090677],"category_scores_gemma":[0.00002987869,0.0002541442,0.0001290947,0.00007466748,0.0002898558,0.0004373208,0.0002386736,0.00007382439,0.0001333647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005440701,"about_ca_system_score_gemma":0.00004724474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003273053,"about_ca_topic_score_gemma":0.000004130338,"domain_scores_codex":[0.998143,0.00005735047,0.0005735886,0.0004387838,0.0003574248,0.0004298208],"domain_scores_gemma":[0.9973036,0.0002570244,0.0007455926,0.001267261,0.0003017889,0.0001247381],"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":[0.0001149441,0.00005876505,0.0003141125,0.0001040177,0.00002376612,3.064697e-7,0.00006654494,0.00008081943,0.988993,0.009747554,0.0001330823,0.0003630122],"study_design_scores_gemma":[0.0005178444,0.00006976454,0.0006621577,0.00004763698,0.00006760647,0.000005560748,0.000007026224,0.0002619804,0.9965642,0.001109146,0.0004034977,0.0002835832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862625,0.001769103,0.008410254,0.0006123154,0.0003669979,0.001037937,0.0005751585,0.0001380352,0.000827693],"genre_scores_gemma":[0.9869954,0.00001810567,0.01189924,0.00005641907,0.0001641511,0.0001415993,0.0001566343,0.00004038768,0.000528048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008638408,"threshold_uncertainty_score":0.9999911,"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."}}