{"id":"W1993428608","doi":"10.1007/s00040-010-0097-y","title":"Social polymorphism in the Australian small carpenter bee, Ceratina (Neoceratina) australensis","year":2010,"lang":"en","type":"article","venue":"Insectes Sociaux","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Sociality; Eusociality; Longevity; Biological dispersal; Ecology; Nest (protein structural motif); Brood; Voltinism; Cooperative breeding; Zoology; Population; Demography; Hymenoptera; Larva; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001662872,0.0001718504,0.0001837536,0.0008828704,0.0005764881,0.0003235478,0.0002813677,0.0002610945,0.00161295],"category_scores_gemma":[0.0005266163,0.0001535489,0.00009479803,0.0004425693,0.0007358806,0.0001675799,0.0004306529,0.0002715178,0.000145149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004909299,"about_ca_system_score_gemma":0.0002267853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493083,"about_ca_topic_score_gemma":0.06541757,"domain_scores_codex":[0.9998323,0.00003831372,0.000007786213,0.0000515714,0.00004180619,0.00002820554],"domain_scores_gemma":[0.9994679,0.0001112512,0.0001634958,0.00004510947,0.00008903856,0.0001232505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000587357,0.0003626586,0.6988359,0.00009938154,0.000119075,0.0004436034,0.008093466,0.0001359931,0.2707136,0.0003488405,0.0002578292,0.02000235],"study_design_scores_gemma":[0.000002364633,0.00003833195,0.9989772,0.000001600817,0.000005758334,0.0001065771,0.0004030568,0.00008101697,0.0002712721,0.00001863904,0.00009134977,0.000002861253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996799,0.00001942373,0.00001519409,0.000006170738,4.90407e-7,0.000001321138,0.00001253008,7.302473e-7,0.0002642392],"genre_scores_gemma":[0.9994809,0.0000125327,0.00005311412,0.00000835492,7.752019e-7,0.000003520934,0.00002943337,0.000001479751,0.0004098408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01493083,"threshold_uncertainty_score":0.02968788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0968695552444832,"score_gpt":0.2619945431752156,"score_spread":0.1651249879307324,"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."}}