{"id":"W4365146562","doi":"10.3390/su15086472","title":"Assessment of the Compression Properties of Different Giant Bamboo Species for Sustainable Construction","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Bamboo properties and applications","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Bamboo; Compression (physics); Compressive strength; Materials science; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0002514182,0.00008515949,0.0001731397,0.000009294261,0.0002816894,0.00001843828,0.0002131758,0.0000457185,0.00002918015],"category_scores_gemma":[0.0001634265,0.000024315,0.0001248131,0.0002957358,0.000314813,0.00005986927,0.0001944486,0.00005784851,1.864802e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150863,"about_ca_system_score_gemma":0.0000529469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002367063,"about_ca_topic_score_gemma":0.00003231983,"domain_scores_codex":[0.9991233,0.00006998736,0.0002523504,0.0001743878,0.0001605704,0.0002193787],"domain_scores_gemma":[0.9989335,0.00008728078,0.0001279865,0.0001257749,0.000698462,0.00002701194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007484246,0.0003498304,0.1043581,0.001136255,0.0000241159,2.338031e-7,0.0002641763,0.0001576464,0.769636,0.1055785,0.0006502743,0.01776999],"study_design_scores_gemma":[0.0001080914,0.000129188,0.8994044,0.00002502552,0.00001279416,3.552433e-7,0.01246481,0.0008065841,0.07032887,0.01226678,0.004374203,0.00007888008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951519,0.00002683615,0.00002288717,0.003330318,0.00004036594,0.001133687,0.00002476699,0.000034041,0.0002352454],"genre_scores_gemma":[0.9982164,0.00001044873,0.00003120224,0.00001031313,0.00003295115,0.0001690141,0.000009222778,7.970714e-7,0.001519672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7950463,"threshold_uncertainty_score":0.2166555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629545733962553,"score_gpt":0.2489798496922686,"score_spread":0.222684392352643,"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."}}