{"id":"W1932125393","doi":"10.7717/peerj.1291","title":"Short-term fertilizer application alters phenotypic traits of symbiotic nitrogen fixing bacteria","year":2015,"lang":"en","type":"article","venue":"PeerJ","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Toronto","funders":"","keywords":"Rhizobia; Biology; Fertilizer; Agronomy; Nitrogen fixation; Nutrient; Bacteria; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002208954,0.0001501374,0.0002228342,0.00001557289,0.00006298497,0.00003421184,0.0003076705,0.00009593967,0.0001019398],"category_scores_gemma":[0.00005225559,0.00006755532,0.000104654,0.0002423141,0.00005527993,0.0001263611,0.00006333215,0.00007873389,0.0000828109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003894958,"about_ca_system_score_gemma":0.00001112932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000107747,"about_ca_topic_score_gemma":0.00005796815,"domain_scores_codex":[0.99884,0.00005788604,0.0002705828,0.0002948909,0.0002636053,0.0002730037],"domain_scores_gemma":[0.9994784,0.00006571607,0.00008602162,0.00008709094,0.0001235677,0.0001592256],"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":[0.00003144655,0.00006371422,0.05777547,0.000009880871,0.00002046808,7.636431e-7,0.0001666342,4.403353e-7,0.92642,0.00005687752,0.0002423465,0.01521198],"study_design_scores_gemma":[0.0002203015,0.0001513264,0.6410052,0.00002498292,0.00005463666,0.000008957863,0.0001799409,0.00005075273,0.3563356,0.001220168,0.0004691197,0.0002790608],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984363,0.0001023783,0.000009791181,0.0005085991,0.00009637337,0.0002268695,0.00003165744,0.00008788721,0.0005001205],"genre_scores_gemma":[0.9992791,0.000001133685,0.0002440518,0.00008304513,0.000209907,0.00002137463,0.00008685009,0.000002373615,0.00007213857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5832297,"threshold_uncertainty_score":0.2754826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038520438072036,"score_gpt":0.2389851824078611,"score_spread":0.2085999780271407,"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."}}