{"id":"W3123942394","doi":"10.1101/2021.01.24.427992","title":"Ecological consequences of urbanization on a legume-rhizobia mutualism","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rhizobia; Mutualism (biology); Ecology; Trifolium repens; Biology; Urbanization; Rhizobium; Rhizobium leguminosarum; Ecosystem; Agronomy; Nitrogen fixation; Symbiosis; Rhizobiaceae; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001019008,0.0001870051,0.0001318462,0.000205713,0.0002397657,0.0002998684,0.00006520396,0.0001403648,0.0007735459],"category_scores_gemma":[0.0001135678,0.00009303985,0.0001514605,0.0001894725,0.0001971713,0.0001283417,0.0003124677,0.0001703836,0.00007954684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000398545,"about_ca_system_score_gemma":0.0002081939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005221852,"about_ca_topic_score_gemma":0.008569683,"domain_scores_codex":[0.9998976,0.00002801174,0.000004085785,0.00002230102,0.00002258061,0.00002551924],"domain_scores_gemma":[0.9999144,0.00001302033,0.00002919729,0.000005869719,0.00001681765,0.00002063266],"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":[0.0003348631,0.00005632452,0.0900307,0.00006157757,0.00005242718,0.000299087,0.0002127089,0.001309941,0.901438,0.0003610254,0.0001730309,0.005670306],"study_design_scores_gemma":[0.00001168868,0.0001516126,0.9179929,0.000009076383,0.00003610213,0.000211593,0.0007425548,0.004004526,0.07458314,0.0003457471,0.001898798,0.00001233622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989447,0.00008808275,0.0003045617,0.00002975029,0.00000191583,0.000002821154,0.00009673979,0.000006593285,0.0005248022],"genre_scores_gemma":[0.9994318,0.00005329,0.0002140741,0.00001065381,0.000001165572,0.000002620838,0.0000645941,0.000001635711,0.0002201621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005221852,"threshold_uncertainty_score":0.01038289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721325469566877,"score_gpt":0.2054708525307567,"score_spread":0.1882575978350879,"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."}}