{"id":"W4388699475","doi":"10.1080/21501203.2023.2278308","title":"Textile residue-based mycelium biocomposites from <i>Pleurotus ostreatus</i>","year":2023,"lang":"en","type":"article","venue":"Mycology&#58 An International Journal on Fungal Biology","topic":"Plant and Biological Electrophysiology Studies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; York University","funders":"Natural Sciences and Engineering Research Council of Canada; York University","keywords":"Biocomposite; Mycelium; Materials science; Pleurotus ostreatus; Pleurotus; Composite material; Textile; Pulp and paper industry; Food science; Composite number; Botany; Chemistry; Mushroom; Biology","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":["insufficient_payload"],"category_scores_codex":[0.0003164897,0.0003312483,0.0004299033,0.0001173435,0.0004834557,0.00009300152,0.001047501,0.0004046759,0.0009865657],"category_scores_gemma":[0.0002167653,0.0001331234,0.0002303663,0.0003460701,0.0002782092,0.0001165525,0.0001807111,0.0005961789,0.0008794073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007445073,"about_ca_system_score_gemma":0.00003051283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001753283,"about_ca_topic_score_gemma":0.0002459563,"domain_scores_codex":[0.997515,0.000512212,0.000454013,0.000613372,0.0002318742,0.0006735279],"domain_scores_gemma":[0.9978045,0.001404063,0.000259759,0.00009234702,0.0002367422,0.0002026313],"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":[0.001184499,0.0002442052,0.0901415,5.964721e-7,0.0001691018,0.0002849507,0.0000131457,0.00003140273,0.889133,0.00050463,0.007723496,0.01056947],"study_design_scores_gemma":[0.00105231,0.006246724,0.853609,0.00002490629,0.0000372913,0.0001203926,0.00007268113,0.0002244942,0.03145646,0.005747576,0.1008835,0.000524649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895294,0.0001321373,0.000002210071,0.006274476,0.001649432,0.0001569208,0.0009791305,0.0002378848,0.001038362],"genre_scores_gemma":[0.9898291,0.0005322368,0.00008317899,0.004901856,0.002137136,0.00002977233,0.002242315,0.000003153468,0.0002412942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8576766,"threshold_uncertainty_score":0.9999267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02442162898727582,"score_gpt":0.2658765751539042,"score_spread":0.2414549461666284,"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."}}