{"id":"W3084126242","doi":"10.1093/aesa/saaa022","title":"Inclusive Fitness of Male and Facultatively Social Female Nesting Behavior in the Socially Polymorphic Bee,<i>Ceratina australensis</i>(Hymenoptera: Xylocopinae)","year":2020,"lang":"en","type":"article","venue":"Annals of the Entomological Society of America","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Geographic Society; National Science Foundation","keywords":"Biology; Nest (protein structural motif); Brood; Mating; Biological dispersal; Reproductive success; Ecology; Outbreeding depression; Inclusive fitness; Zoology; Offspring; Social evolution; Cooperative breeding; Kin selection; Demography; Inbreeding; Evolutionary biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002090674,0.0001646647,0.0002187496,0.0004288592,0.0003687555,0.0004002965,0.0001991717,0.0002089958,0.001331312],"category_scores_gemma":[0.0003528351,0.000134868,0.0001163437,0.0001838701,0.0002668664,0.000231122,0.0004216973,0.0002463634,0.0001138344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519783,"about_ca_system_score_gemma":0.00009865654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006129192,"about_ca_topic_score_gemma":0.01754192,"domain_scores_codex":[0.9999161,0.00001354108,0.00000636587,0.00003292951,0.0000148745,0.00001626909],"domain_scores_gemma":[0.9996886,0.00005065092,0.0001224255,0.0000237414,0.00003178859,0.00008277447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001417438,0.00008988722,0.921926,0.00003930179,0.0001211602,0.0002594017,0.0008815629,0.0001716848,0.06978384,0.00004269604,0.0001107316,0.006431959],"study_design_scores_gemma":[7.976081e-7,0.00002757456,0.9995199,9.79166e-7,0.000003766034,0.00006663814,0.00009136385,0.00008872837,0.0001669097,0.000003708969,0.00002867867,9.153958e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998527,0.00001960827,0.0000094297,0.000002257835,2.216469e-7,6.689302e-7,0.000021413,9.529101e-7,0.00009272893],"genre_scores_gemma":[0.9998259,0.000006058327,0.00002669454,0.000002913545,2.792734e-7,0.000001309436,0.00004661671,8.544828e-7,0.00008948603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006129192,"threshold_uncertainty_score":0.01218706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213061187192087,"score_gpt":0.3043030438189386,"score_spread":0.1829969250997299,"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."}}