{"id":"W2589751071","doi":"10.1007/s10570-017-1222-0","title":"Coating cellulose nanocrystals on polypropylene and its film adhesion and mechanical properties","year":2017,"lang":"en","type":"article","venue":"Cellulose","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"CelluForce (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polypropylene; Materials science; Cellulose; Adhesion; Nanocrystal; Coating; Polymer science; Composite material; Bacterial cellulose; Polymer chemistry; Chemical engineering; Nanotechnology","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":[0.0007004955,0.0003402,0.000431257,0.00008179728,0.001199328,0.0003836714,0.0004293183,0.0001271615,0.0001453351],"category_scores_gemma":[0.001158215,0.0002561411,0.00005091103,0.00004728263,0.0004426579,0.0005168052,0.001048526,0.0002442368,0.0001820137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005841846,"about_ca_system_score_gemma":0.00005200897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005283604,"about_ca_topic_score_gemma":0.00001076019,"domain_scores_codex":[0.9975301,0.0001530624,0.0003493442,0.0007728681,0.0005231326,0.0006714813],"domain_scores_gemma":[0.998486,0.000194273,0.0002579999,0.0006341484,0.0001300498,0.0002975406],"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":[0.000143911,0.00007741802,0.00006146388,0.0002113051,0.000009655406,0.00006476005,0.0003368267,0.000002542585,0.9950905,0.001680063,0.0001480062,0.002173498],"study_design_scores_gemma":[0.0006518181,0.0003825499,0.0003422486,0.0002565755,0.00001832502,0.0000128847,0.0001697276,0.001168881,0.9950008,0.0008055302,0.0008592654,0.0003313786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931223,0.003629926,0.00008096924,0.0006039542,0.000240231,0.0005482866,0.00002102493,0.0001058234,0.001647447],"genre_scores_gemma":[0.9921227,0.0007352832,0.0007171723,0.00006761823,0.000155694,0.00005784531,0.000002845572,0.00004349784,0.006097393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004449945,"threshold_uncertainty_score":0.9999891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05027970470143166,"score_gpt":0.2938224028596127,"score_spread":0.243542698158181,"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."}}