{"id":"W6911027987","doi":"10.5061/dryad.hqbzkh1bk","title":"Data & Analysis for: Soil microbiome sequencing reveals pathogen accumulation and nutrient cycle changes, but not mycorrhizal suppression in naturally occurring invasion of garlic mustard","year":2019,"lang":"en","type":"dataset","venue":"DRYAD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University; Queen's University","funders":"","keywords":"Ecosystem; Microbial population biology; Invasive species; Nutrient cycle; Nutrient; Microbiome; Soil microbiology; Soil water; Soil ecology; Host (biology)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002302462,0.0007675144,0.001619945,0.002712945,0.0001488314,0.000150377,0.001533115,0.0008675837,0.00006825011],"category_scores_gemma":[0.00124753,0.0007627158,0.00022544,0.001665646,0.00007605285,0.0006622821,0.002075329,0.0006959132,0.0001564218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007423905,"about_ca_system_score_gemma":0.0002471765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002284472,"about_ca_topic_score_gemma":0.01127332,"domain_scores_codex":[0.9948879,0.0004387677,0.001263773,0.00182521,0.000783531,0.0008008516],"domain_scores_gemma":[0.9937163,0.0007155318,0.001644092,0.003430622,0.0003109611,0.000182478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006326544,0.0001416041,0.005643507,0.00215247,0.0004608622,0.00002084914,0.000318651,0.002826131,0.4360847,0.00000124164,0.5515879,0.0001294542],"study_design_scores_gemma":[0.007155711,0.0003356477,0.008421181,0.007607029,0.007777879,0.00005081304,0.0005219827,0.04143601,0.02203652,0.00009934428,0.9002551,0.004302731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3678184,0.0006724946,0.00005662359,0.00001363879,0.0002358573,0.001164483,0.6300047,0.00003268718,0.00000105967],"genre_scores_gemma":[0.07092303,0.0003841411,0.0009212915,0.0001019597,0.0001644418,0.00005750718,0.92731,0.0001137155,0.00002394562],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4140482,"threshold_uncertainty_score":0.9994824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1257242466512505,"score_gpt":0.3461006060427472,"score_spread":0.2203763593914967,"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."}}