{"id":"W2904116904","doi":"10.1101/499236","title":"Terminal Reproductive Investment, Physiological Trade-offs and Pleiotropic Effects: Their effects produce complex immune/reproductive interactions in the cricket Gryllus texensis","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Dalhousie University","funders":"Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Field cricket; Cricket; Reproduction; Immune system; Hemolymph; Transcriptome; Trade-off; Zoology; Reproductive success; Ecology; Gene; Immunology; Genetics; Gene expression; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009787532,0.0007390871,0.0007973128,0.00009945045,0.0005349305,0.0003191835,0.0007251986,0.0003097199,0.00003692058],"category_scores_gemma":[0.001211157,0.0003177172,0.000202116,0.0009151011,0.000558493,0.0002312903,0.0005567492,0.001031964,0.00002304957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861387,"about_ca_system_score_gemma":0.00006299953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002345254,"about_ca_topic_score_gemma":0.00002729573,"domain_scores_codex":[0.9950088,0.001445764,0.0005440164,0.002003257,0.0003362288,0.0006619708],"domain_scores_gemma":[0.9977475,0.0006235819,0.0004579147,0.0007848077,0.0002351396,0.000151022],"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":[0.0001019999,0.0005171568,0.003526991,0.0003032466,0.0001109341,0.00004689988,0.0002500513,0.000004325997,0.9936689,0.0002223588,0.001162634,0.00008454259],"study_design_scores_gemma":[0.0002941927,0.000454823,0.8471966,0.0003085201,0.00008017165,6.094108e-7,0.00004968516,0.0001274833,0.1485958,0.0000409696,0.002270613,0.0005805148],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936942,0.0006761717,0.000009411066,0.001635122,0.001084328,0.00254258,0.0001024991,0.000233737,0.00002197999],"genre_scores_gemma":[0.9960846,0.0001181152,0.0002353221,0.001149473,0.00179634,0.0005912465,0.000006548461,0.00001364392,0.000004682077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.845073,"threshold_uncertainty_score":0.9999275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067806263755079,"score_gpt":0.2391648511903892,"score_spread":0.2084867885528384,"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."}}