{"id":"W2417127185","doi":"10.1016/j.dci.2016.06.005","title":"Stress responses sculpt the insect immune system, optimizing defense in an ever-changing world","year":2016,"lang":"en","type":"review","venue":"Developmental & Comparative Immunology","topic":"Invertebrate Immune Response Mechanisms","field":"Immunology and Microbiology","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Immune system; Fight-or-flight response; Function (biology); Hormone; Biology; Immunology; Organism; Stress (linguistics); Cell biology; Neuroscience; Gene; Genetics","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":[0.0003678921,0.0008483588,0.0008308114,0.000806929,0.0002522149,0.001143868,0.0006733288,0.001297617,0.00223023],"category_scores_gemma":[0.0003873819,0.0001637816,0.0002100266,0.001026626,0.0006819477,0.001432271,0.000726735,0.001526665,0.001368436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004637562,"about_ca_system_score_gemma":0.0007955972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004699346,"about_ca_topic_score_gemma":0.001078461,"domain_scores_codex":[0.999878,0.00001434349,0.00001366509,0.00002693651,0.00005011813,0.00001685038],"domain_scores_gemma":[0.9998017,0.00005479683,0.00004465168,0.000007902669,0.00005104928,0.00003995296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006536449,0.00002688241,0.0003410412,0.004605526,0.00003818404,0.000116819,0.00004345059,0.0002061123,0.007342286,0.003907675,0.01921747,0.9640892],"study_design_scores_gemma":[0.000007551211,0.00007491365,0.001890385,0.001270364,0.00006227949,0.0007266785,0.0001124262,0.000096779,0.001201813,0.003322777,0.9912151,0.00001893644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002154756,0.9980749,0.000212896,0.0004090892,0.0003021243,0.000001335748,0.00001226822,0.000009996937,0.0007619981],"genre_scores_gemma":[0.001785638,0.9960822,0.000308292,0.0003111802,0.0004363175,0.000002992368,0.00002653969,0.000002035011,0.001044798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00223023,"threshold_uncertainty_score":0.007460833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08159846457316532,"score_gpt":0.3241452168897453,"score_spread":0.24254675231658,"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."}}