{"id":"W4366496202","doi":"10.1021/acsomega.3c00700","title":"Thermal Response of Biocarbon-Filled Hemp Fiber-Reinforced Bioepoxy Composites","year":2023,"lang":"en","type":"article","venue":"ACS Omega","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Guelph","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Thermal conductivity; Pyrolysis; Composite number; Particle size; Filler (materials); Biocomposite; Particle (ecology); Raw material; Waste management","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":[0.0001166311,0.0003365491,0.0001300534,0.0002664903,0.0001326276,0.0001774867,0.0001620968,0.0002042115,0.002108454],"category_scores_gemma":[0.0001095676,0.000182077,0.0001567538,0.0001653887,0.0001785193,0.0002699266,0.0000955719,0.0003713272,0.0002636399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207589,"about_ca_system_score_gemma":0.00008478298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007146986,"about_ca_topic_score_gemma":0.001419536,"domain_scores_codex":[0.9999131,0.000005228582,0.000005152043,0.00003348611,0.00002774937,0.00001529554],"domain_scores_gemma":[0.9999059,0.00003402559,0.00002034029,0.00000663771,0.00002250023,0.00001042445],"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":[0.00002054951,0.000002965201,0.0000554541,0.000009909713,0.000001501969,0.00001399122,0.00001222154,0.00004156264,0.9994428,0.00001404921,0.00001057991,0.0003744876],"study_design_scores_gemma":[0.000001107289,0.00002259588,0.002055249,0.000002139705,0.000003216017,0.00002407754,0.0000183216,0.0007617973,0.9968641,0.00001085269,0.0002331007,0.000003397251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923327,0.0004241562,0.005008601,0.00003056915,0.00001761965,0.000008338751,0.0003243194,0.0001227596,0.00173096],"genre_scores_gemma":[0.9857765,0.0005522007,0.008157943,0.00004169857,0.000007482755,0.00003639419,0.0004240242,0.00007252248,0.004931216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002108454,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471315789630759,"score_gpt":0.2531840166944654,"score_spread":0.2384708587981579,"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."}}