{"id":"W4385971515","doi":"10.1101/2023.08.16.553601","title":"Warming alters cascading effects of a dominant arthropod predator on microbial community composition in the Arctic","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arctic Institute of North America; National Geographic Society; National Science Foundation","keywords":"Tundra; Mesocosm; Ecology; Microbial population biology; Wolf spider; Litter; Trophic level; Arctic; Ecosystem; Plant litter; Community structure; Environmental science; Biology; Incubation; Arctic vegetation; Spider","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003373173,0.0002926569,0.0004830323,0.0003060087,0.000440448,0.0004427333,0.0001369964,0.0002084621,0.0005198618],"category_scores_gemma":[0.0002882597,0.0001740655,0.0004187841,0.0001571461,0.0001663051,0.0002456024,0.0003569953,0.0002712712,0.00008816754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004180305,"about_ca_system_score_gemma":0.0003462549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009145143,"about_ca_topic_score_gemma":0.01305954,"domain_scores_codex":[0.9998155,0.00004255708,0.00001047485,0.00005556665,0.00003601268,0.00003986134],"domain_scores_gemma":[0.9997301,0.00003891469,0.00006217441,0.00001996443,0.00006966431,0.00007918671],"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":[0.001057765,0.0001419156,0.2372586,0.0001200019,0.0002058297,0.0001379311,0.0002839869,0.0008503438,0.7543094,0.00005742774,0.00008355703,0.005493149],"study_design_scores_gemma":[0.000005540094,0.0003716361,0.9867781,0.000007463697,0.00005316378,0.00005947653,0.0002510739,0.001392798,0.01076466,0.00004566404,0.0002617811,0.000008714212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994833,0.0001469759,0.0001310045,0.000007318873,0.000003872535,0.000003422144,0.000100623,0.000004643228,0.000118698],"genre_scores_gemma":[0.9992679,0.0001185413,0.0003196522,0.00001950135,0.000004466732,0.00000800423,0.0001507678,0.000002450003,0.0001087511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009145143,"threshold_uncertainty_score":0.01818383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03105311644519845,"score_gpt":0.2364192353747167,"score_spread":0.2053661189295183,"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."}}