{"id":"W2769024806","doi":"10.1111/ede.12243","title":"Soldier‐biased gene expression in a subterranean termite implies functional specialization of the defensive caste","year":2017,"lang":"en","type":"article","venue":"Evolution & Development","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Caste; Reticulitermes; Novelty; Gene; Evolutionary biology; Function (biology); Genetics; Exaptation; Selection (genetic algorithm); Zoology; Social psychology; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001379063,0.00008680677,0.0000839343,0.00003231314,0.0003851427,0.0000118477,0.0001343744,0.0001067959,0.00003631819],"category_scores_gemma":[0.0000561117,0.00006788766,0.00004381569,0.0000251597,0.0001334533,0.000007838501,0.0001212948,0.00005378432,0.000005566276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004027877,"about_ca_system_score_gemma":0.0001408292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007642964,"about_ca_topic_score_gemma":0.0002394373,"domain_scores_codex":[0.9993638,0.00003454476,0.0001899143,0.0001660115,0.0001112185,0.0001344604],"domain_scores_gemma":[0.9994928,0.000002824494,0.0001592598,0.0002282646,0.00009656065,0.00002032059],"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":[0.0000803934,0.00005336712,0.1675245,0.000005875993,0.000007959911,0.00000144357,0.0001687922,0.00005432773,0.8308426,0.00004931974,0.0007519863,0.0004593862],"study_design_scores_gemma":[0.000288314,0.00001535631,0.5524762,0.0000131552,0.000003694108,0.000005138281,0.00002603657,0.000008755094,0.4462118,0.00002785305,0.0008654292,0.00005837282],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968392,0.00005890953,0.002182951,0.00008709416,0.0004748185,0.0001446201,0.000005622989,0.000003216194,0.0002036177],"genre_scores_gemma":[0.998286,0.0000112018,0.0005799575,0.00005062762,0.0001216333,0.00002318725,0.00007548786,0.000005801002,0.0008461229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3849516,"threshold_uncertainty_score":0.2962246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164320856863204,"score_gpt":0.2426292771145742,"score_spread":0.2209860685459422,"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."}}