{"id":"W2592041374","doi":"10.3390/insects8010031","title":"Bee++: An Object-Oriented, Agent-Based Simulator for Honey Bee Colonies","year":2017,"lang":"en","type":"article","venue":"Insects","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Honey bee; Honey Bees; Beehive; Nectar; Varroa; Ecology; Pesticide; Zoology; Pollen; Toxicology","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":[0.0004514165,0.0008505058,0.0006839696,0.0003342053,0.0003967934,0.00074661,0.002244374,0.001049011,0.009352139],"category_scores_gemma":[0.001404433,0.0004838475,0.0009408188,0.0003925929,0.0003461161,0.0006496075,0.0009771609,0.001127316,0.001243009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004947598,"about_ca_system_score_gemma":0.001004566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00843439,"about_ca_topic_score_gemma":0.006412121,"domain_scores_codex":[0.9998529,0.00003969439,0.00001166136,0.00002151316,0.00005224636,0.00002195011],"domain_scores_gemma":[0.9995162,0.0002421727,0.00004547943,0.00004878774,0.00007959524,0.0000676807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001426484,0.0001104694,0.002541469,0.0002332864,0.00011377,0.000134289,0.0000944369,0.9598833,0.003317676,0.007686839,0.009639047,0.01610274],"study_design_scores_gemma":[0.00008394216,0.00002703,0.0002543285,0.00001183827,0.00001566844,0.00002345645,0.000007813699,0.9875829,0.0007682347,0.001760478,0.009450886,0.00001348614],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.122458,0.0006613816,0.7955028,0.0007593284,0.0004519604,0.0007992795,0.01139984,0.03036192,0.03760543],"genre_scores_gemma":[0.482776,0.001024334,0.4824634,0.0004782195,0.00009606165,0.002479767,0.009704706,0.004212855,0.01676466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009352139,"threshold_uncertainty_score":0.03128606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06390334114857985,"score_gpt":0.3226490484468244,"score_spread":0.2587457072982445,"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."}}