{"id":"W3172520901","doi":"10.1111/oik.08253","title":"Changing elemental cycles, stoichiometric mismatches, and consequences for pathogens of primary producers","year":2021,"lang":"en","type":"article","venue":"Oikos","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"National Socio-Environmental Synthesis Center; National Science Foundation","keywords":"Biogeochemical cycle; Autotroph; Stoichiometry; Ecological stoichiometry; Biology; Host (biology); Nutrient; Ecology; Bacteria; Chemistry","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":[0.0001242867,0.00006874041,0.00009652792,0.0000613443,0.00004588831,0.000007510336,0.00004759762,0.00005049064,0.000008828788],"category_scores_gemma":[0.00007717006,0.00007091537,0.00004150958,0.0001545516,0.00007579285,0.000001332866,0.00005891453,0.0000203486,4.488309e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001037272,"about_ca_system_score_gemma":0.000123544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002150582,"about_ca_topic_score_gemma":0.0000204594,"domain_scores_codex":[0.9994463,0.00001984598,0.0001196355,0.0002058495,0.00006723171,0.0001411323],"domain_scores_gemma":[0.9997021,0.00001172233,0.00005216717,0.0001280225,0.00006848032,0.00003748498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001656015,0.00003682629,0.00329309,0.00009747817,0.00003636456,0.000001532358,0.0000626781,0.00001710427,0.9886057,0.0001366668,0.000363718,0.00733225],"study_design_scores_gemma":[0.001249164,0.0003319654,0.01088877,0.00003292071,0.00005932707,0.00007758573,0.001388503,0.0002808115,0.9669284,0.0002506703,0.01821193,0.0003000031],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928436,0.003543096,0.002476651,0.0001720756,0.00008013177,0.0001582097,0.0001186014,0.0000051134,0.0006025356],"genre_scores_gemma":[0.9904032,0.0004925067,0.007408734,0.0002057904,0.00006525364,0.00001737544,0.0003289382,0.00001034712,0.001067875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02167739,"threshold_uncertainty_score":0.2891845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116842660599053,"score_gpt":0.2458926932009639,"score_spread":0.2342084271410586,"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."}}