{"id":"W2986574974","doi":"10.1038/s41598-019-52368-2","title":"Microbial communities and soil chemical features associated with commercial production of the medicinal mushroom Ganoderma lingzhi in soil","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mushroom; Mycelium; Biology; Ganoderma; Soil microbiology; Crop; Soil pH; Botany; Agronomy; Horticulture; Soil water; Ecology; Ganoderma lucidum; Food science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002337974,0.0004437947,0.0004329373,0.0004415401,0.0003695324,0.0006215894,0.0001597094,0.0002458812,0.000714827],"category_scores_gemma":[0.0002382044,0.0001173234,0.0004093594,0.0007869007,0.0002398437,0.0004992551,0.0004037562,0.000426016,0.0001785208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487013,"about_ca_system_score_gemma":0.0002778916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002415281,"about_ca_topic_score_gemma":0.005304483,"domain_scores_codex":[0.9997476,0.00002921737,0.0000206612,0.00008810741,0.00006401227,0.0000505128],"domain_scores_gemma":[0.9997585,0.00002514618,0.00009443539,0.00001310997,0.00006909508,0.00003963157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005274758,0.0001239363,0.1940746,0.0005627372,0.0001463478,0.0005889802,0.0007400148,0.0002524219,0.772117,0.00007594044,0.0002980051,0.03049245],"study_design_scores_gemma":[0.000005866263,0.0002459124,0.9457527,0.00002838389,0.00008970427,0.0002813389,0.0007602963,0.0003540938,0.05068439,0.00007500342,0.001701167,0.00002109207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963315,0.00111107,0.0005764302,0.00005611252,0.00001153027,0.00001936748,0.00118177,0.00001690199,0.0006953766],"genre_scores_gemma":[0.9960581,0.0006928533,0.0009846539,0.00006481318,0.00001226072,0.0000337156,0.001450464,0.000008507812,0.0006945722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002415281,"threshold_uncertainty_score":0.004802465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043215912203202,"score_gpt":0.2350664724679313,"score_spread":0.2246343133458993,"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."}}