{"id":"W4407264441","doi":"10.5376/mpr.2024.14.0027","title":"Industrial-Scale Cultivation of <i>Ganoderma lucidum</i>: Challenges and Technological Innovations","year":2024,"lang":"en","type":"article","venue":"Medicinal Plant Research","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ganoderma lucidum; Scale (ratio); Chemistry; Food science; Geography; Cartography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001780793,0.0001239645,0.0002826682,0.0005636468,0.0001487162,0.00001175427,0.0001381702,0.0003947637,0.0001434966],"category_scores_gemma":[0.0008078854,0.00008654551,0.00003232495,0.0008937835,0.0009576814,0.00005795545,0.0001023211,0.000957051,0.00006824802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005514745,"about_ca_system_score_gemma":0.0001976049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008034051,"about_ca_topic_score_gemma":0.00002127017,"domain_scores_codex":[0.9982999,0.0001163809,0.0003399394,0.0003766489,0.000546604,0.0003205074],"domain_scores_gemma":[0.9985828,0.0007666435,0.00003761721,0.0002578563,0.0002412727,0.0001138301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002391583,0.0002643819,0.001434214,0.0003670118,0.000102703,0.000109728,0.000615402,3.242882e-7,0.677343,0.1768914,0.02466069,0.117972],"study_design_scores_gemma":[0.002174972,0.002041774,0.07497981,0.002184126,0.0001446657,0.001044723,0.001580644,0.0009598987,0.07192864,0.01033118,0.8322873,0.0003422632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902565,0.02175469,0.0001947409,0.0590866,0.0001088038,0.001027906,0.0001206084,0.000216906,0.02723322],"genre_scores_gemma":[0.9946287,0.003277387,0.0001922916,0.00005437371,0.0002690085,0.0001129131,0.0002196979,0.00001093806,0.001234684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8076266,"threshold_uncertainty_score":0.4157963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445326754388737,"score_gpt":0.3688033899400712,"score_spread":0.2242707145011975,"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."}}