{"id":"W4407306977","doi":"10.1016/j.conbuildmat.2025.140314","title":"Drying and heat treatment of bamboo: Cell collapse and restoration","year":2025,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Bamboo properties and applications","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Zhejiang A and F University","keywords":"Bamboo; Materials science; Composite material; Forensic engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001830326,0.0002675665,0.0001571784,0.0001808999,0.0002149551,0.0001639689,0.0001523331,0.0001456492,0.001000633],"category_scores_gemma":[0.0001544283,0.00009940285,0.0001288429,0.0001690081,0.0001566806,0.0001774589,0.00015347,0.0003431972,0.0001741711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600332,"about_ca_system_score_gemma":0.0001146739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009572611,"about_ca_topic_score_gemma":0.002097254,"domain_scores_codex":[0.9999154,0.000009699993,0.000004752927,0.00001776529,0.00002996812,0.00002248465],"domain_scores_gemma":[0.9999403,0.00001412682,0.0000157367,0.000008428899,0.00001074667,0.00001064331],"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":[0.00002629472,0.0000080558,0.000184855,0.00002292535,0.000001530776,0.00002913934,0.00002158943,0.00003954136,0.9983022,0.00001043467,0.000008524271,0.001344832],"study_design_scores_gemma":[0.00000249545,0.00009611536,0.007813728,0.000002490224,0.000003960596,0.0001008456,0.00002591367,0.0003674183,0.9907688,0.00001353474,0.000802181,0.000002501726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926265,0.0009655715,0.005224833,0.00003597057,0.00002230637,0.00004324924,0.0001016633,0.00006215299,0.0009176843],"genre_scores_gemma":[0.9938579,0.0004700428,0.00399443,0.00003272757,0.00000714924,0.0000222094,0.000145501,0.00002609107,0.00144403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001000633,"threshold_uncertainty_score":0.003347456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382893857557195,"score_gpt":0.2214573079280681,"score_spread":0.2076283693524962,"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."}}