{"id":"W4416759995","doi":"10.1016/j.jobe.2025.114766","title":"The influence of hydrothermal pre-treatment of hemp hurds on the compatibility and performance of cement-bonded boards with GU, white, and CSA cements","year":2025,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université de Sherbrooke","funders":"Mitacs; Canada Research Chairs","keywords":"Cement; Compatibility (geochemistry); Flexural strength; Absorption of water; Hydrothermal circulation; Microstructure; Crystallinity","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":[0.00014795,0.0003611685,0.0001960433,0.0002257473,0.0001240045,0.0002704725,0.0001303109,0.000158157,0.0008679553],"category_scores_gemma":[0.000344193,0.000189337,0.0002480328,0.0002163098,0.0001556864,0.0002126751,0.0001415575,0.0004677751,0.0001749873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381285,"about_ca_system_score_gemma":0.0001457882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397008,"about_ca_topic_score_gemma":0.004070963,"domain_scores_codex":[0.9998614,0.00001862947,0.00001324678,0.00002893888,0.00004642723,0.00003131797],"domain_scores_gemma":[0.9998136,0.00004443471,0.00005497671,0.000009642546,0.00004303122,0.00003431995],"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":[0.00009734583,0.00002413362,0.0004393782,0.00004996546,0.000009626408,0.000032647,0.000031176,0.0002170689,0.997832,0.00002005694,0.00001482989,0.001231756],"study_design_scores_gemma":[0.000002989318,0.0003640161,0.007563384,0.000006132431,0.00002379052,0.00003007027,0.00004352355,0.0005102879,0.9908748,0.000007357654,0.0005671785,0.000006543034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986504,0.0004451741,0.0002495544,0.000008344134,0.000008135527,0.000006522608,0.00008024747,0.000009539447,0.0005422433],"genre_scores_gemma":[0.9983683,0.0003195332,0.0005516847,0.000009843001,0.000003391958,0.000007234997,0.00009388429,0.00001351549,0.0006325506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001397008,"threshold_uncertainty_score":0.00290364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005015900942341101,"score_gpt":0.224750469675867,"score_spread":0.2197345687335259,"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."}}