{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004347786,0.0003722888,0.0003318372,0.000235927,0.0001772182,0.0008269319,0.0005019858,0.0002441725,0.0006737239],"category_scores_gemma":[0.0002182704,0.00009747585,0.00037734,0.000478616,0.0002625923,0.0004009737,0.0003556181,0.0007343545,0.0005722059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005893107,"about_ca_system_score_gemma":0.0005155538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279885,"about_ca_topic_score_gemma":0.003689451,"domain_scores_codex":[0.9998062,0.0000381812,0.00001443795,0.00004108709,0.00006475636,0.00003533123],"domain_scores_gemma":[0.9998616,0.00001842073,0.00003679014,0.00002787568,0.00002344799,0.0000318329],"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":[0.00003575132,0.0000497492,0.0004402551,0.00008162561,0.00000640915,0.00008442222,0.00002009308,0.000171388,0.9894708,0.0001491953,0.0002407698,0.009249592],"study_design_scores_gemma":[0.00001384679,0.0002674555,0.007578506,0.00002815698,0.00003872789,0.000286742,0.000116319,0.001417619,0.9791774,0.0001686169,0.01089229,0.00001421855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564404,0.005071871,0.02337738,0.001373998,0.0001388746,0.000145265,0.001234068,0.0007440582,0.01147409],"genre_scores_gemma":[0.9719868,0.001664686,0.02253278,0.0001248022,0.00002149614,0.00003149722,0.00113272,0.00007675274,0.002428376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00279885,"threshold_uncertainty_score":0.005565107,"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."}}