{"id":"W3168121631","doi":"10.1038/s41598-021-92103-4","title":"Water vapor sorption behavior of bamboo pertaining to its hierarchical structure","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Bamboo properties and applications","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"International Centre for Bamboo and Rattan","keywords":"Sorption; Bamboo; Moisture; Water vapor; Materials science; Kinetics; Chemical engineering; Equilibrium moisture content; Composite material; Water content; Chemistry; Adsorption; Geotechnical engineering; Organic chemistry; Geology; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002484904,0.00008602468,0.0001286101,0.00001348337,0.0003005592,0.000137001,0.0001099307,0.00006173984,0.001672406],"category_scores_gemma":[0.00004092827,0.00002927796,0.00007687442,0.0002959932,0.00006594035,0.0000760508,0.0001227641,0.00007989684,0.00002480678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001241875,"about_ca_system_score_gemma":0.00001950289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002602651,"about_ca_topic_score_gemma":0.0001083981,"domain_scores_codex":[0.9986461,0.00002857585,0.0003081379,0.0004902306,0.0002893499,0.0002375461],"domain_scores_gemma":[0.9994084,0.00001389986,0.00006681433,0.0001581247,0.0002326413,0.0001200817],"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":[0.000002443042,0.00004517838,0.001401896,0.000003623986,0.000002482298,0.00002877851,0.0001566721,0.000009851703,0.9809613,0.00008394558,0.0007183342,0.01658547],"study_design_scores_gemma":[0.00002318473,0.00003927825,0.01647695,0.00001411502,0.00001345175,0.000126208,0.0001959981,0.00002218625,0.9186475,0.00120183,0.06311301,0.0001262575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972567,0.00004601395,0.000004151197,0.001350443,0.0007776053,0.0001944573,0.00001494657,0.00002791292,0.0003277941],"genre_scores_gemma":[0.9954628,0.000001140602,0.0001774109,0.00008046797,0.00009735791,0.00002923077,0.0001873213,9.74374e-7,0.003963321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06239467,"threshold_uncertainty_score":0.9992402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511560521072163,"score_gpt":0.2355971773713011,"score_spread":0.2104815721605795,"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."}}