{"id":"W2567131831","doi":"10.1016/j.porgcoat.2016.11.031","title":"Mechanical properties of UV-cured cellulose nanocrystal (CNC) nanocomposite coating for wood furniture","year":2016,"lang":"en","type":"article","venue":"Progress in Organic Coatings","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"FPInnovations; Université Laval","funders":"","keywords":"Materials science; Coating; Composite material; Nanocomposite; Ultimate tensile strength; Polymer; Nanocrystal; Young's modulus; Cationic polymerization; Polymer chemistry; Nanotechnology","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":[0.0009229505,0.0003093699,0.0005586146,0.0001212174,0.000192463,0.00005718202,0.0005692121,0.0001372,0.0001990537],"category_scores_gemma":[0.00110926,0.000201846,0.0001018237,0.0003207991,0.0004721008,0.0003220444,0.000610351,0.0001670146,0.00002305778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682703,"about_ca_system_score_gemma":0.0001357681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008676848,"about_ca_topic_score_gemma":0.00002439975,"domain_scores_codex":[0.9970732,0.0001562335,0.0007462323,0.0006169885,0.0005959649,0.0008114227],"domain_scores_gemma":[0.9983085,0.0004099889,0.0004209438,0.0003675308,0.0003759641,0.0001170963],"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":[0.0002114988,0.000162788,0.001002482,0.0004008973,0.0000143534,0.000007654719,0.001053463,4.965952e-7,0.9887574,0.0006845806,0.00003689636,0.007667482],"study_design_scores_gemma":[0.001548301,0.0003104007,0.00008364537,0.0007740735,0.00001791486,0.00000955373,0.0003479141,0.00006026538,0.9951647,0.0009941555,0.000395977,0.0002931075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909022,0.002865812,0.003781931,0.0007307661,0.0001779708,0.001285672,0.00004291514,0.0001560743,0.00005664841],"genre_scores_gemma":[0.9873658,0.00005614813,0.01170402,0.000022208,0.0001073189,0.0003422275,0.000003039856,0.00006455438,0.0003347148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007922093,"threshold_uncertainty_score":0.823104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314866041321993,"score_gpt":0.2759382750412163,"score_spread":0.2527896146279963,"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."}}