{"id":"W4387892912","doi":"10.1111/mec.17178","title":"Consistent predictors of microbial community composition across spatial scales in grasslands reveal low context‐dependency","year":2023,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Thompson Rivers University; Agriculture and Agri-Food Canada; University of Alberta","funders":"Fonds Wetenschappelijk Onderzoek","keywords":"Biology; Abiotic component; Ecology; Biome; Microbial population biology; Grassland; Context (archaeology); Productivity; Plant community; Soil water; Ecosystem; Ecological succession; Bacteria","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":[0.0004769931,0.0001985915,0.0003684,0.000694025,0.0003053224,0.0005049933,0.0001597422,0.0002939165,0.0007068686],"category_scores_gemma":[0.001261745,0.0001767876,0.0002202969,0.0005730925,0.0004723931,0.0003326344,0.000658127,0.0001973581,0.0001172787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348253,"about_ca_system_score_gemma":0.0001446826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002405853,"about_ca_topic_score_gemma":0.00689156,"domain_scores_codex":[0.9995674,0.0001356111,0.00002337327,0.0001676641,0.00003846599,0.00006745586],"domain_scores_gemma":[0.9991345,0.0003602725,0.0002486668,0.0001084964,0.00006902753,0.00007899613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001622024,0.00002549273,0.9568035,0.00005829298,0.0001973266,0.00006458108,0.0002996477,0.0005760799,0.03420494,0.00007716366,0.00004523353,0.007485542],"study_design_scores_gemma":[0.000001333865,0.00002256559,0.9988983,0.000002771762,0.00001362907,0.00003187261,0.0001257812,0.0004888015,0.000269236,0.00008139849,0.00006154807,0.000002762871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990139,0.0001340243,0.000554578,0.000007669655,9.33137e-7,0.000002868924,0.0000823244,0.000004933607,0.0001987944],"genre_scores_gemma":[0.9995843,0.00002662916,0.0002650131,0.000005073136,0.000001251538,0.000002613694,0.00008443768,0.00000145665,0.0000291734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002405853,"threshold_uncertainty_score":0.00478375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00921045620276277,"score_gpt":0.2695233878921774,"score_spread":0.2603129316894146,"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."}}