{"id":"W4310137282","doi":"10.1016/j.jobab.2022.11.005","title":"Development and characterization of mycelium bio-composites by utilization of different agricultural residual byproducts","year":2022,"lang":"en","type":"article","venue":"Journal of Bioresources and Bioproducts","topic":"Plant and Biological Electrophysiology Studies","field":"Agricultural and Biological Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Commission of Shanghai Municipality; Ministry of Science and Technology of the People's Republic of China","keywords":"Bagasse; Sawdust; Mycelium; Materials science; Straw; Composite material; Coir; Flexural strength; Scanning electron microscope; Husk; Ultimate tensile strength; Cellulose; Pulp and paper industry; Chemistry; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001092206,0.0004731996,0.0001676846,0.000176395,0.00008426271,0.0002124791,0.0001030583,0.0001924202,0.0002933594],"category_scores_gemma":[0.0001012695,0.0001265645,0.0002086243,0.0001788773,0.0001071638,0.0002202846,0.0001350382,0.0002866824,0.0001070501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007577379,"about_ca_system_score_gemma":0.0001135573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003393231,"about_ca_topic_score_gemma":0.0008341101,"domain_scores_codex":[0.9999242,0.000007532272,0.00000827024,0.00002078749,0.00002345764,0.00001579083],"domain_scores_gemma":[0.9999145,0.00001295463,0.00002746412,0.000007918295,0.00001891425,0.00001826559],"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":[0.000005970876,0.00000486685,0.00004478149,0.00001004244,6.546511e-7,0.00001546975,0.000003609334,0.00001527505,0.9996444,0.00000503323,0.000001275299,0.0002487185],"study_design_scores_gemma":[0.000001810983,0.0001479524,0.003232478,0.000003277729,0.000007245723,0.00006958093,0.00001943036,0.0002114661,0.995958,0.000006931558,0.0003394526,0.000002375685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938784,0.0005182945,0.004583726,0.00001718733,0.000009557819,0.00003153586,0.0001509581,0.00003602075,0.0007742909],"genre_scores_gemma":[0.9876505,0.0006633234,0.01001269,0.00001814921,0.000004113165,0.00004843871,0.0003370114,0.00002008764,0.001245735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004731996,"threshold_uncertainty_score":0.0009814501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556707128727424,"score_gpt":0.1855147009890794,"score_spread":0.1699476297018051,"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."}}