{"id":"W4407122097","doi":"10.1098/rspb.2024.2416","title":"The role of stochasticity in fungal community assembly: explaining apparent stochasticity with field experiments","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Luonnonvarakeskus; China Scholarship Council; Koneen Säätiö; Academy of Finland; European Commission; H2020 European Research Council; Helsingin Yliopisto","keywords":"Biological dispersal; Colonization; Ecological succession; Biology; Ecology; Observational study; Colonisation; Statistics; Population; Demography","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":[0.008859803,0.0007005028,0.001014031,0.0005038592,0.0006894022,0.0009522184,0.001179588,0.001014409,0.000697227],"category_scores_gemma":[0.01943351,0.0006676567,0.0009004663,0.0004813007,0.001401763,0.001499878,0.001326667,0.001439118,0.0001441191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034371,"about_ca_system_score_gemma":0.0004917718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002098699,"about_ca_topic_score_gemma":0.002649984,"domain_scores_codex":[0.995908,0.001911268,0.0003584771,0.001105581,0.0005011678,0.0002155759],"domain_scores_gemma":[0.9726713,0.01803255,0.004064053,0.003699082,0.0008911375,0.0006419115],"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":[0.002019246,0.002147485,0.171519,0.00119129,0.001017829,0.0004786129,0.00144494,0.1383809,0.6282189,0.007730681,0.0007626925,0.04508843],"study_design_scores_gemma":[0.0003519167,0.00331118,0.1438956,0.0001039634,0.0004040112,0.0003586322,0.000301266,0.7251362,0.09073944,0.0324849,0.002630544,0.0002824266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223517,0.0003604622,0.07571403,0.0001662728,0.00005268227,0.0001784686,0.0003440446,0.0001394736,0.0006928762],"genre_scores_gemma":[0.9791608,0.0001319449,0.01996799,0.0001181157,0.00002433166,0.0002052586,0.0002302688,0.00003114686,0.0001301435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008859803,"threshold_uncertainty_score":0.04685563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938040766374567,"score_gpt":0.2455251142229969,"score_spread":0.2261447065592513,"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."}}