{"id":"W2171641120","doi":"10.1111/j.1095-8312.2011.01642.x","title":"Fitness consequences of ecological constraints and implications for the evolution of sociality in an incipiently social bee","year":2011,"lang":"en","type":"article","venue":"Biological Journal of the Linnean Society","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Sociality; Nest (protein structural motif); Ecology; Reproductive success; Brood; Brood parasite; Biological dispersal; Foraging; Zoology; Parasitism; Demography; Host (biology); Population","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":[0.0008328537,0.00007517971,0.0002390515,0.000003102402,0.0002884327,0.000007182404,0.0003387915,0.0001270271,0.00001907535],"category_scores_gemma":[0.0001611168,0.00002008098,0.0002441735,0.0001328715,0.001667021,0.00004424863,0.00008993588,0.0001268043,6.627599e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002832388,"about_ca_system_score_gemma":0.00002232965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004761145,"about_ca_topic_score_gemma":0.0001590946,"domain_scores_codex":[0.9991733,0.000146764,0.0003683046,0.00009618076,0.00007937576,0.0001360042],"domain_scores_gemma":[0.9987984,0.0005608245,0.0004319067,0.0000147726,0.0001665671,0.00002751059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001584154,0.0003420697,0.6891902,0.000008242549,0.00006423463,2.273552e-7,0.001136004,6.606231e-7,0.2891355,0.01211092,0.0002043921,0.007649167],"study_design_scores_gemma":[0.0001511974,0.0003923347,0.9812785,0.000009248577,0.00001999263,0.000005592264,0.003462273,0.000004425249,0.0007796486,0.01378875,0.00006080937,0.00004718396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973832,0.0003088236,0.00001754636,0.001904173,0.00003628557,0.0001538732,0.0001505718,0.000003375667,0.00004220055],"genre_scores_gemma":[0.9994557,0.0001370941,0.0001735415,0.0001048538,0.0001208303,0.000004424514,0.000001229379,2.849688e-7,0.000002027282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2920883,"threshold_uncertainty_score":0.6142209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1741259838653244,"score_gpt":0.2869731085026588,"score_spread":0.1128471246373343,"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."}}