{"id":"W7132364438","doi":"","title":"Characteristics ofThree Bamboo Species andTheir Potential as Raw Materials for Oriented Strand Board Production","year":2025,"lang":"","type":"other","venue":"Bulgarian Portal for Open Science","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bamboo; Raw material; Lignin; Biomass (ecology); Composite number; Bagasse","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.009430926,0.002043109,0.003023355,0.001688043,0.00319579,0.007199891,0.008078549,0.0009087509,0.01678457],"category_scores_gemma":[0.00547559,0.002025793,0.0006288693,0.00242367,0.004960316,0.002786718,0.002409022,0.000459505,0.00126374],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007800873,"about_ca_system_score_gemma":0.01046336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00071166,"about_ca_topic_score_gemma":0.0007240072,"domain_scores_codex":[0.98503,0.000188674,0.003093048,0.005721935,0.003027668,0.002938688],"domain_scores_gemma":[0.9879816,0.0001355892,0.003865122,0.003196248,0.003914456,0.000907006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0155887,0.002046517,0.0002634464,0.00199266,0.001143374,0.0001366222,0.0008145029,0.00003413131,0.5908151,0.08790061,0.2936701,0.005594258],"study_design_scores_gemma":[0.009599801,0.002411186,0.01163917,0.003084619,0.002290587,0.0002591209,0.0009768603,0.0003210346,0.2061654,0.003850499,0.7546818,0.004719952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.111617,0.0005561313,0.04287621,0.003681695,0.1431769,0.1612545,0.1587175,0.001107746,0.3770123],"genre_scores_gemma":[0.184679,0.0001653166,0.007480906,0.0002192704,0.004408564,0.002020582,0.003509132,0.001184788,0.7963324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4610116,"threshold_uncertainty_score":0.9995139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258237894922278,"score_gpt":0.3026603634198921,"score_spread":0.2800779844706693,"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."}}