{"id":"W4411904339","doi":"10.3390/molecules30132823","title":"Polysorbate 80 Differentially Impacts Erinacine Production Profiles in Submerged Cultures of Hericium","year":2025,"lang":"en","type":"article","venue":"Molecules","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Guelph","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Production (economics); Chemistry; Food science; Polyvinyl alcohol; Pulp and paper industry; Chromatography; Engineering; Organic chemistry","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":[0.0001065465,0.0006839197,0.0004542434,0.0002260898,0.0001023961,0.0003765009,0.0001856283,0.0002073411,0.0007896594],"category_scores_gemma":[0.0001745741,0.0001784259,0.0002810176,0.0002835261,0.0001100516,0.0003035239,0.0003911667,0.0004499315,0.0003361691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002173044,"about_ca_system_score_gemma":0.0002005738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001805334,"about_ca_topic_score_gemma":0.002676747,"domain_scores_codex":[0.9997979,0.00002338506,0.00002817661,0.00005455234,0.00006074677,0.00003524963],"domain_scores_gemma":[0.9998552,0.00002424925,0.00003390836,0.00001936888,0.00003477227,0.00003251252],"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":[0.0000391314,0.00000851305,0.00009178001,0.00001320312,0.000001718886,0.00002100564,0.000005745449,0.00001357443,0.9994641,0.000002904518,0.000005335445,0.0003331003],"study_design_scores_gemma":[0.000007714646,0.0005091145,0.01561172,0.00001008884,0.00002078413,0.0001062762,0.0001002405,0.000281775,0.9821703,0.0000134405,0.001158848,0.00000948497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962436,0.000618866,0.0006444419,0.00005574393,0.00002093767,0.00002587266,0.0008362168,0.00004750733,0.001506911],"genre_scores_gemma":[0.9897961,0.0008151084,0.002150555,0.00008240483,0.000008510035,0.0000432362,0.002073973,0.00004513036,0.004985056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001805334,"threshold_uncertainty_score":0.003589571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007822419588071694,"score_gpt":0.2839788742928044,"score_spread":0.2761564547047328,"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."}}