{"id":"W7079203705","doi":"","title":"Biodiversity and Anthropogenic Change in Fungal Communities of the Santa Rita Mountains (Arizona, USA)","year":2025,"lang":"en","type":"other","venue":"UA Campus Repository (The University of Arizona)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Graduate and Professional Student Council, University of Arizona; University of Oregon; University of Arizona; National Science Foundation","keywords":"Biodiversity; Woodland; Microfungi; Herbarium; Plant community; Vegetation (pathology); Biodiversity hotspot; Ecological succession; Ecosystem","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001865023,0.00018278,0.00009203171,0.0009530977,0.0004792677,0.0004730145,0.0002635939,0.0001636509,0.0006898515],"category_scores_gemma":[0.000282337,0.00008981601,0.00009367083,0.0008170521,0.0003211746,0.0002079884,0.0003980504,0.0001853823,0.00007434721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006689885,"about_ca_system_score_gemma":0.0004320139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1158605,"about_ca_topic_score_gemma":0.3486673,"domain_scores_codex":[0.9999021,0.00002099822,0.000004247673,0.00002318964,0.00002618744,0.00002319793],"domain_scores_gemma":[0.9998241,0.00001979603,0.00006965845,0.000008149697,0.00003232731,0.00004607793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000830487,0.00006880568,0.979468,0.00007096816,0.00008957878,0.0002854137,0.001913946,0.0002018916,0.004315931,0.000106498,0.0007867885,0.01260919],"study_design_scores_gemma":[9.926621e-7,0.00001086643,0.9988168,0.000005710198,0.000006176168,0.00003682927,0.0007813822,0.00006011552,0.00004720668,0.000006060807,0.0002268331,9.996028e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988801,0.0002878938,0.00002736537,0.00005147219,0.000002984813,0.000003957815,0.0002962201,0.000003325712,0.0004467802],"genre_scores_gemma":[0.9988585,0.0003545502,0.0001374741,0.00002701161,0.00000660478,0.000006545136,0.0003995652,7.712625e-7,0.0002091501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158605,"threshold_uncertainty_score":0.2303721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183651570029598,"score_gpt":0.1944829876913878,"score_spread":0.1826464719910919,"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."}}