{"id":"W4382004525","doi":"10.1093/evlett/qrad015","title":"Tolerance-conferring defensive symbionts and the evolution of parasite virulence","year":2023,"lang":"en","type":"article","venue":"Evolution Letters","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pacific Institute for the Mathematical Sciences; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Sight Research UK","keywords":"Virulence; Biology; Parasite hosting; Symbiosis; Zoology; Microbiology; Evolutionary biology; Genetics; Gene; Bacteria; Computer science; World Wide Web","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":[0.0003856619,0.0002490097,0.0002026167,0.0002236917,0.0003430319,0.0009100261,0.000260791,0.0008861923,0.001329487],"category_scores_gemma":[0.0007816193,0.0001167464,0.0002565337,0.0001761319,0.000542257,0.0006210411,0.0008891065,0.0007573488,0.0002715714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007381921,"about_ca_system_score_gemma":0.0002931539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006670633,"about_ca_topic_score_gemma":0.0009152409,"domain_scores_codex":[0.9997823,0.00006770234,0.00001154096,0.00004661086,0.00003966957,0.00005213556],"domain_scores_gemma":[0.9994748,0.0001397319,0.0002006418,0.00005068792,0.00003204713,0.0001021266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002772203,0.0001371696,0.07263573,0.0002093311,0.0000687135,0.001495504,0.000498155,0.003585478,0.8843477,0.0101159,0.0003993867,0.0262297],"study_design_scores_gemma":[0.00008753647,0.001109057,0.7440428,0.00008628223,0.000137304,0.006277917,0.001895892,0.04752544,0.1575424,0.01938404,0.02179493,0.0001164764],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916828,0.001160805,0.0030082,0.0005037356,0.00001952335,0.000004802326,0.00003447112,0.00003044115,0.003555318],"genre_scores_gemma":[0.998014,0.0004063691,0.0009372839,0.00008956057,0.000006393111,0.00000415262,0.00002706576,0.000005747101,0.0005093762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001329487,"threshold_uncertainty_score":0.005355954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00922274811245555,"score_gpt":0.1965140550192966,"score_spread":0.1872913069068411,"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."}}