{"id":"W2125446956","doi":"10.1051/apido:2003035","title":"Nest construction and architecture of the Amazonian bumble bee (Hymenoptera: Apidae)","year":2003,"lang":"en","type":"article","venue":"Apidologie","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"National Science Foundation","keywords":"Apidae; Hymenoptera; Biology; Nest (protein structural motif); Amazonian; Apoidea; Aculeata; Pollinator; Zoology; Ecology; Amazon rainforest; Pollination; Pollen","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":[0.0000907073,0.00007536855,0.0001110955,0.000003312767,0.0001736928,0.00001303203,0.00009427172,0.00004817257,0.00004884754],"category_scores_gemma":[0.00009096214,0.0000213287,0.00003577053,0.0001062155,0.0001810316,0.00002207585,0.00004925409,0.00007376875,0.000003840933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004225994,"about_ca_system_score_gemma":0.00000313265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000650188,"about_ca_topic_score_gemma":0.0005182629,"domain_scores_codex":[0.9995182,0.00005620796,0.00009164372,0.0001272589,0.00006640912,0.0001402628],"domain_scores_gemma":[0.9997453,0.000148365,0.00005154631,0.00001593405,0.00001685531,0.00002196238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001218187,0.00002072137,0.2484491,0.0000065009,0.00001315743,8.447642e-7,0.00005960581,0.000001831825,0.668378,0.003693366,0.0003751352,0.07898951],"study_design_scores_gemma":[0.0002009413,0.0002989511,0.8691614,0.00003076006,0.00002336497,0.00007217907,0.0007669178,0.000001789741,0.0783625,0.01032015,0.04054492,0.0002161795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959671,0.0004306364,0.000003127024,0.00116747,0.00008359297,0.00008126609,0.00001157477,0.00002099438,0.002234181],"genre_scores_gemma":[0.9993449,0.0001170927,0.0002306332,0.0001298221,0.00007061466,0.000003160941,9.596122e-7,2.795138e-7,0.0001025571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6207122,"threshold_uncertainty_score":0.1335922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707650475973517,"score_gpt":0.2019048098756073,"score_spread":0.1648283051158721,"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."}}