{"id":"W2761527878","doi":"10.1038/ismej.2017.169","title":"Mycorrhizal fungi show regular community compositions in natural ecosystems","year":2017,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Key Research and Development Program of China; KU Leuven","keywords":"Biology; Ecosystem; Ecology; Taxon; Community structure; Universality (dynamical systems); Arbuscular mycorrhizal; Biodiversity; Symbiosis; Microbial population biology; Arbuscular mycorrhizal fungi; Mycorrhizal fungi; Botany; Bacteria; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007626059,0.000111152,0.0001528192,0.00001596705,0.003201403,0.0005017387,0.0009028506,0.00005955111,0.00177186],"category_scores_gemma":[0.000142947,0.00003561562,0.0001213195,0.00006632205,0.0000174189,0.0003084444,0.0001134059,0.001120506,0.0002549052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004036755,"about_ca_system_score_gemma":0.000009261637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002870923,"about_ca_topic_score_gemma":0.005034696,"domain_scores_codex":[0.9988645,0.0004068414,0.0002319736,0.00007877281,0.000174168,0.0002437357],"domain_scores_gemma":[0.9983587,0.001124254,0.0002061709,0.0001636176,0.00006169314,0.0000855469],"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":[0.0003575395,0.0006398911,0.3271369,0.00001990026,0.0001520769,0.0001630327,0.001977486,0.0001615482,0.4925351,0.005706905,0.1388298,0.0323198],"study_design_scores_gemma":[0.0004007496,0.0004947158,0.7918851,0.0007240492,0.0000837699,0.007259526,0.004499783,0.006093171,0.002326261,0.01617099,0.1693279,0.000734038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988085,0.0004745042,0.000005952647,0.004958927,0.001166991,0.0001098215,0.0002762975,0.0000192249,0.004903299],"genre_scores_gemma":[0.9980174,0.0003303456,0.00002377645,0.0002046996,0.0006834298,0.000003631764,0.0001322024,9.020393e-7,0.0006036062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4902088,"threshold_uncertainty_score":0.9991407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191739481541924,"score_gpt":0.2384744512763151,"score_spread":0.2165570564608958,"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."}}