{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005491349,0.00008595952,0.0001811445,0.00009116757,0.00002981643,0.000002648407,0.00004969031,0.00007079919,0.00001944544],"category_scores_gemma":[0.0001148252,0.00006428132,0.00004019154,0.0002813118,0.0000696413,0.00001778836,0.00002307346,0.0001040864,0.000004358636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001889999,"about_ca_system_score_gemma":0.00004202822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006339038,"about_ca_topic_score_gemma":0.00004849221,"domain_scores_codex":[0.999441,0.00002929716,0.0001814718,0.0001692479,0.00005557953,0.0001233685],"domain_scores_gemma":[0.9996927,0.00000823514,0.00004800371,0.0001697871,0.00005548228,0.00002581068],"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":[0.0001758945,0.0001864138,0.04153451,0.000124405,0.00003361849,0.000002819892,0.00008265374,0.000006326654,0.9544394,0.001556696,0.001196311,0.0006609219],"study_design_scores_gemma":[0.0003016551,0.00006322097,0.4460582,0.00009391198,0.00002884792,0.000003290786,0.00005912323,0.00001211277,0.5526531,0.0002356378,0.0004488715,0.00004202983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924366,0.0008185413,0.0001035821,0.004809342,0.00008928245,0.0003418687,0.000006508948,0.00003077272,0.001363463],"genre_scores_gemma":[0.9978849,0.00008420424,0.0003419576,0.0001614964,0.00003441235,0.00005571109,0.00004689327,0.000005029759,0.001385429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4045237,"threshold_uncertainty_score":0.2621316,"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."}}