{"id":"W1981917326","doi":"10.1002/jez.b.21407","title":"Gynandromorphs as indicators of modularity and evolvability in ants","year":2011,"lang":"en","type":"article","venue":"Journal of Experimental Zoology Part B Molecular and Developmental Evolution","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Evolvability; Modularity (biology); Evolutionary biology; Biology; Computer science","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":[0.0002626115,0.0001205433,0.0002165366,0.000127497,0.00005293625,0.000003000029,0.00007405131,0.0001872226,0.00005321607],"category_scores_gemma":[0.00003573053,0.0001125625,0.00005231037,0.00007181552,0.0002862736,0.00001660125,0.00009481465,0.000115782,0.000001144987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003615626,"about_ca_system_score_gemma":0.00009484742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003414997,"about_ca_topic_score_gemma":0.0000136691,"domain_scores_codex":[0.9991245,0.00008765873,0.0003747852,0.0001746012,0.00008419152,0.0001543181],"domain_scores_gemma":[0.9996446,0.000005766967,0.0001740947,0.00006513632,0.0000347644,0.00007561084],"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":[0.0004301574,0.000336174,0.3533235,0.000006482477,0.00003372791,0.00004307873,0.0002949078,3.016514e-7,0.6449956,0.000174592,0.00001549634,0.0003459676],"study_design_scores_gemma":[0.0008653048,0.0007716127,0.341186,0.00001197347,0.0000142496,0.0003955814,0.0004740656,0.000002062531,0.6559063,0.0002503326,0.0000209378,0.0001015963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973097,0.00175804,0.0001169745,0.000007446982,0.0001349708,0.0001022794,0.00000240596,0.000001679839,0.0005665437],"genre_scores_gemma":[0.9984822,0.00005932615,0.001358334,0.00005149009,0.00001341484,0.000005746504,0.000008130829,0.000006317078,0.00001502282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213746,"threshold_uncertainty_score":0.4590166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220454120020018,"score_gpt":0.2506800140743403,"score_spread":0.2384754728741401,"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."}}