{"id":"W4307551842","doi":"10.3390/ma15217518","title":"Manufacturing and Characterization of Wide-Bundle Bamboo Scrimber: A Comparison with Other Engineered Bamboo Composites","year":2022,"lang":"en","type":"article","venue":"Materials","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":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Bamboo; Materials science; Composite material; Absorption of water; Flexural strength; Shear strength (soil); Swelling; Bonding strength","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":[0.0002575495,0.0002878516,0.0001382126,0.0002786745,0.0001802547,0.0001794913,0.0001007185,0.000214149,0.0003957664],"category_scores_gemma":[0.000237908,0.0001186749,0.0001330504,0.0001946692,0.000141527,0.0002343223,0.0000798127,0.0002441066,0.0001225267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080423,"about_ca_system_score_gemma":0.00008896182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003713407,"about_ca_topic_score_gemma":0.001553312,"domain_scores_codex":[0.9998745,0.0000144087,0.000008023261,0.00003238245,0.00005715228,0.0000136714],"domain_scores_gemma":[0.9997583,0.00004955783,0.00007735455,0.00001992676,0.00005993582,0.00003486789],"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":[0.000009213856,0.000009010293,0.0002055074,0.00001649379,0.000001036702,0.00001936343,0.00001484161,0.00006212823,0.9991448,0.000007089149,0.000003905733,0.0005065379],"study_design_scores_gemma":[0.000002763404,0.0001968637,0.01257394,0.000003164233,0.000009304287,0.00009953682,0.0000377971,0.0007323528,0.985607,0.00000982678,0.0007228035,0.000004517145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921945,0.0005254725,0.006466311,0.0000126807,0.000008069203,0.00003057676,0.0001550774,0.00003890179,0.0005684331],"genre_scores_gemma":[0.9854288,0.0004606015,0.01281826,0.00002119937,0.000005839225,0.0000344904,0.0002697831,0.00003967209,0.0009213467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003957664,"threshold_uncertainty_score":0.001362085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551062539372952,"score_gpt":0.1879247147505774,"score_spread":0.1724140893568479,"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."}}