{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007008433,0.0002731055,0.0004101958,0.0003565461,0.0001459344,0.00009016968,0.0007221511,0.0001508349,0.0001784793],"category_scores_gemma":[0.0002445071,0.0002289438,0.0001435746,0.001010619,0.0002142056,0.0003040542,0.0003845317,0.0001535666,0.002129935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004955299,"about_ca_system_score_gemma":0.00007483908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008148179,"about_ca_topic_score_gemma":9.171698e-7,"domain_scores_codex":[0.9978545,0.0001619154,0.0005442552,0.0003606953,0.0005155889,0.0005629851],"domain_scores_gemma":[0.9979941,0.0008212148,0.0002314932,0.0006759855,0.0001414262,0.0001358187],"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":[0.0008258963,0.000007811907,0.00007858244,0.00003194175,0.00002254529,0.00002353316,0.0002465677,0.001949244,0.995178,0.0004415394,0.001044365,0.0001499845],"study_design_scores_gemma":[0.0006946024,0.0002197252,0.001404359,0.00005425734,0.00001914467,0.000009759474,0.00004807237,0.001107858,0.994983,0.00006089201,0.001112542,0.0002857925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960127,0.0001474963,0.000008387491,0.0004919362,0.0003278934,0.0003202627,0.00004690374,0.0004947174,0.002149712],"genre_scores_gemma":[0.9931123,0.000008149239,0.0008499508,0.0001185367,0.00007364843,0.00002376433,0.00004527347,0.00003839588,0.005729982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00358027,"threshold_uncertainty_score":0.998647,"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."}}