{"id":"W3154827744","doi":"10.1111/evo.14233","title":"Sex, males, and hermaphrodites in the scale insect <i>Icerya purchasi</i> *","year":2021,"lang":"he","type":"article","venue":"Evolution","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Biology; Selfing; Outbreeding depression; Scale insect; Mating system; Mating; Haplodiploidy; Zoology; Evolutionary biology; Reproductive isolation; Insect; Ecology; Inbreeding; Genetics; Ploidy; Population","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":[0.001161086,0.0001911955,0.0002257185,0.00003053205,0.0003635615,0.0002867258,0.0003305537,0.0001997702,0.0004561319],"category_scores_gemma":[0.0002802394,0.0000784397,0.00009078856,0.001060083,0.0002995607,0.0002787192,0.0002032356,0.0004465041,0.0001542047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159912,"about_ca_system_score_gemma":0.00006911466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065415,"about_ca_topic_score_gemma":0.00748363,"domain_scores_codex":[0.9969655,0.001068716,0.0002907623,0.0005264881,0.0005899593,0.0005586245],"domain_scores_gemma":[0.9989656,0.0005630779,0.00007285978,0.0001640874,0.0001070006,0.0001273814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001339164,0.0008524277,0.4312397,0.0001374435,0.00004590243,0.0003990348,0.002253242,0.00002270392,0.4068752,0.002440834,0.03304866,0.1225509],"study_design_scores_gemma":[0.000260421,0.0002006825,0.9574469,0.00007264264,0.00001011879,0.0001250737,0.002565006,0.0002981092,0.001912812,0.001839252,0.03505602,0.0002129902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701904,0.01074018,0.000005144329,0.01319177,0.0002117548,0.0003169523,0.00004917572,0.00002488399,0.005269751],"genre_scores_gemma":[0.994693,0.001519786,0.00003513934,0.0007056965,0.0006745401,0.00002600477,0.00004460846,0.000002072908,0.002299165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5262071,"threshold_uncertainty_score":0.4994324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0330721777819188,"score_gpt":0.2511459290511368,"score_spread":0.218073751269218,"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."}}