{"id":"W4416687906","doi":"10.1007/s00572-025-01243-2","title":"Phylogenetic clustering and ecological interactions of arbuscular mycorrhizal fungi and their associated microbiome of a spontaneous plant across Moroccan drylands","year":2025,"lang":"en","type":"article","venue":"Mycorrhiza","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Rhizosphere; Phylogenetic tree; Community structure; Taxon; Glomeromycota; Bulk soil; Beta diversity; Transect; Ecosystem; Community","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":[],"consensus_categories":[],"category_scores_codex":[0.0002010919,0.0002202017,0.0004290426,0.00004920172,0.0001828643,0.00004426016,0.0001766889,0.0001589313,0.0005070071],"category_scores_gemma":[0.0002180857,0.0001016972,0.0001146452,0.000345248,0.00003123039,0.00006405166,0.0001938842,0.0002059203,0.000007018321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003068152,"about_ca_system_score_gemma":0.00001585201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008187908,"about_ca_topic_score_gemma":0.001431259,"domain_scores_codex":[0.9987592,0.0001041108,0.0004168336,0.0003272322,0.00008154941,0.0003111204],"domain_scores_gemma":[0.9972817,0.002287202,0.0001749096,0.00008450091,0.00008536218,0.0000863249],"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":[0.0002594869,0.0002416922,0.2233508,0.00006208261,0.000113256,0.00003737657,0.0003804837,0.00004472368,0.7695183,0.0001526976,0.0004552743,0.005383878],"study_design_scores_gemma":[0.0007400169,0.001741514,0.9003297,0.001333443,0.0002653527,0.002799795,0.004322926,0.01425911,0.04948335,0.001242565,0.02234601,0.001136236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915765,0.001299425,0.00004035833,0.00009769842,0.0002903709,0.0002367842,0.005645303,0.00003999202,0.000773553],"genre_scores_gemma":[0.9974513,0.001272166,0.00005294063,0.000100444,0.00004067094,0.00001401324,0.0008213042,0.000002026438,0.0002451021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.720035,"threshold_uncertainty_score":0.5551372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006959679081472868,"score_gpt":0.2103357960074003,"score_spread":0.2033761169259274,"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."}}