{"id":"W2098593285","doi":"10.1146/annurev.ento.51.110104.150950","title":"Changing Paradigms in Insect Social Evolution: Insights from Halictine and Allodapine Bees","year":2006,"lang":"en","type":"review","venue":"Annual Review of Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Australian Research Council; National Science Foundation","keywords":"Sociality; Biology; Caste; Kin selection; Insect; Social evolution; Evolutionary biology; Phylogenetic tree; Honey bee; Social complexity; Ecology; Zoology; Sociology; Social science; Genetics","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":[0.001034115,0.0008774068,0.00150003,0.002636021,0.0005069434,0.001372439,0.001294241,0.001335764,0.001871665],"category_scores_gemma":[0.001171047,0.0003820336,0.000401091,0.003417921,0.001464148,0.002867671,0.001250043,0.001695262,0.001118768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161243,"about_ca_system_score_gemma":0.001289471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003911288,"about_ca_topic_score_gemma":0.007898263,"domain_scores_codex":[0.9997693,0.00005100451,0.0000298297,0.00005187951,0.00007955256,0.00001859035],"domain_scores_gemma":[0.9994881,0.0002780088,0.00005512069,0.00001372575,0.0001013916,0.00006360716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009681046,0.00005783745,0.0006610242,0.02441339,0.0001162366,0.0008220889,0.0006637689,0.0005302444,0.001397063,0.01037423,0.03098932,0.929878],"study_design_scores_gemma":[0.00002020964,0.00008354756,0.003983333,0.009055654,0.0001042371,0.002033412,0.0006913606,0.00008540747,0.0001913654,0.0084733,0.9752427,0.00003541734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000109603,0.9990734,0.00004401608,0.0003822929,0.00006376414,0.000001157272,0.000003384598,0.000001469237,0.0003209388],"genre_scores_gemma":[0.0005283834,0.9989128,0.00008347174,0.0002228322,0.00008260075,0.000002047336,0.000006055843,4.98929e-7,0.0001614262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003911288,"threshold_uncertainty_score":0.008425474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06240961483773754,"score_gpt":0.2925044527535732,"score_spread":0.2300948379158356,"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."}}