{"id":"W2158710364","doi":"10.1016/j.mimet.2004.04.006","title":"Methods of studying soil microbial diversity","year":2004,"lang":"en","type":"review","venue":"Journal of Microbiological Methods","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":915,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cégep de Rivière-du-Loup; University of Guelph","funders":"","keywords":"Microorganism; Diversity (politics); Soil microbiology; Soil fertility; Soil biology; Soil bacteria; Biology; Soil ecology; Environmental science; Bacteria; Soil health; Ecology; Agronomy; Soil biodiversity; Soil water; Soil organic matter","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":[0.004095598,0.002495244,0.003421197,0.009078558,0.0004641281,0.001763771,0.002948643,0.002062152,0.001797821],"category_scores_gemma":[0.003532432,0.001101576,0.0009903295,0.006029789,0.001985484,0.002318372,0.001527949,0.002499328,0.002863084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245258,"about_ca_system_score_gemma":0.00154359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726186,"about_ca_topic_score_gemma":0.003063351,"domain_scores_codex":[0.9970278,0.000395299,0.0002759411,0.000513715,0.001671291,0.0001158372],"domain_scores_gemma":[0.9964086,0.001604063,0.0004158089,0.0002621161,0.001195421,0.0001138531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008122466,0.0001453473,0.0009761513,0.009123255,0.00007946956,0.0001058416,0.00008389056,0.000305867,0.03363044,0.002602808,0.007653166,0.9452125],"study_design_scores_gemma":[0.00005826659,0.0004280676,0.01187192,0.003674835,0.0004151107,0.004607063,0.000267837,0.0009509684,0.1056315,0.006409448,0.8654378,0.000247207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006492457,0.9758346,0.02037458,0.0002549228,0.0006501249,0.00006987715,0.0001282209,0.00006378243,0.001974612],"genre_scores_gemma":[0.00355489,0.9605655,0.03126847,0.0002369486,0.0006058082,0.0002294682,0.0002288057,0.00002379748,0.003286308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009078558,"threshold_uncertainty_score":0.02165985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1348484332930488,"score_gpt":0.401990930968426,"score_spread":0.2671424976753772,"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."}}