{"id":"W4405866910","doi":"10.1093/femsre/fuae035","title":"Standardizing experimental approaches to investigate interactions between bacteria and ectomycorrhizal fungi","year":2024,"lang":"en","type":"review","venue":"FEMS Microbiology Reviews","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Environmental Biology; Canadian Institute for Advanced Research; National Science Foundation","keywords":"Biology; Context (archaeology); Ecology; Microbial ecology; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004573498,0.0007261463,0.002256669,0.00009713906,0.0002440455,0.0002138956,0.0004057032,0.0003773111,0.002031641],"category_scores_gemma":[0.0001066767,0.0002738892,0.0006482996,0.0005024896,0.0000296768,0.0001227564,0.0003946836,0.0007575384,0.006091612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129723,"about_ca_system_score_gemma":0.00003401213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007690307,"about_ca_topic_score_gemma":0.00006137622,"domain_scores_codex":[0.99693,0.0005702003,0.001009731,0.0009537399,0.00004319468,0.0004931462],"domain_scores_gemma":[0.998182,0.001028463,0.0003171465,0.0001623832,0.0000188275,0.0002911924],"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":[0.000008296081,0.00003456047,0.00007093298,0.00189642,0.0002129416,0.000008628757,0.0001195754,2.212614e-8,0.01691909,0.0001684205,0.06689142,0.9136697],"study_design_scores_gemma":[0.00001297858,0.0001337314,0.000002724048,0.009335196,0.0006059197,0.0005132946,0.00003095801,2.692934e-7,0.0000700451,0.00001607685,0.9887585,0.0005203114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001272378,0.9843127,0.000002418567,0.0001295398,0.001296762,0.00164841,0.01069329,0.0001110474,0.000533496],"genre_scores_gemma":[0.00005625686,0.9854336,0.0002899286,0.0001404172,0.001092952,0.0003670084,0.01172998,0.000009872255,0.0008799373],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9218671,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.213760810678071,"score_gpt":0.3196771696787315,"score_spread":0.1059163590006605,"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."}}