{"id":"W7108748659","doi":"10.5376/cmb.2025.15.0007","title":"Development and Market Prospect Analysis of Cordyceps Polysaccharides in the Pharmaceutical and Health Product Industries","year":2025,"lang":"","type":"article","venue":"Computational Molecular Biology","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cordyceps; Product (mathematics); Industrialisation; Human health; Market analysis; New product development; Pharmaceutical industry; Sustainable development","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":[0.0007312716,0.0004968122,0.0003062688,0.001258152,0.0002773617,0.001040393,0.0002999462,0.0004586518,0.002722774],"category_scores_gemma":[0.00099501,0.0001731874,0.0006446105,0.001464327,0.0001478472,0.001326837,0.0004073428,0.0004607273,0.0004418681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008695977,"about_ca_system_score_gemma":0.001568974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279206,"about_ca_topic_score_gemma":0.002367886,"domain_scores_codex":[0.9997965,0.00003740422,0.0000114265,0.00003863456,0.00007801852,0.00003802],"domain_scores_gemma":[0.9997187,0.00006822724,0.0000599458,0.00001410156,0.00009767342,0.00004124736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001173605,0.0006220546,0.05560067,0.003546562,0.0002058144,0.001358076,0.0003411576,0.04981558,0.1784745,0.0492742,0.01037851,0.6492093],"study_design_scores_gemma":[0.0002606654,0.002224028,0.06400294,0.001028057,0.0009496046,0.0009836574,0.001684823,0.3296157,0.2780552,0.03475147,0.2862548,0.0001891535],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8452837,0.06345127,0.04145958,0.003308453,0.000260796,0.0003610392,0.002254991,0.0002469992,0.04337322],"genre_scores_gemma":[0.9099956,0.04055346,0.04050944,0.0003538867,0.00006387206,0.0001361857,0.002393116,0.00004152541,0.005952966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00279206,"threshold_uncertainty_score":0.009108543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638502075150794,"score_gpt":0.3886257520438027,"score_spread":0.3522407312922947,"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."}}