{"id":"W4408928865","doi":"10.3390/molecules30071506","title":"Transparent Wood Fabrication and Applications: A Review","year":2025,"lang":"en","type":"review","venue":"Molecules","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"College of Medicine, Hanyang University; Korea Evaluation Institute of Industrial Technology; Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Hanyang University","keywords":"Materials science; Fabrication; Ultimate tensile strength; Transmittance; Composite material; Mechanical strength","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003961822,0.0009762862,0.0009768608,0.00261826,0.0003773644,0.0009197469,0.0006572877,0.0007117694,0.00554493],"category_scores_gemma":[0.0004135167,0.0004224019,0.0005868239,0.002901482,0.0002634259,0.001311227,0.0005185656,0.001006242,0.002300481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004202746,"about_ca_system_score_gemma":0.001027041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009590284,"about_ca_topic_score_gemma":0.001732208,"domain_scores_codex":[0.9998415,0.00001685425,0.00002278605,0.00003628109,0.00006413933,0.0000184949],"domain_scores_gemma":[0.9998162,0.00007579421,0.00003559478,0.000007086144,0.00004819856,0.00001711472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004633124,0.0001275565,0.000175683,0.05127372,0.00007744356,0.0003010632,0.0001027468,0.0007948722,0.00860164,0.005398125,0.02824084,0.9048599],"study_design_scores_gemma":[0.000005578611,0.00009405553,0.0004793491,0.002955764,0.00008091996,0.0007842942,0.0000504105,0.0001052723,0.00167468,0.0009462794,0.9928071,0.00001619342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003460464,0.9968373,0.0002472469,0.0001032131,0.0001886505,0.000008861398,0.00003586393,0.0000109363,0.002221821],"genre_scores_gemma":[0.001032281,0.9974578,0.0003408404,0.00007710195,0.00008702876,0.000009071848,0.00004208861,0.000002010219,0.0009518728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00554493,"threshold_uncertainty_score":0.01854962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05806584742680856,"score_gpt":0.3875789259052085,"score_spread":0.3295130784783999,"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."}}