{"id":"W1971033295","doi":"10.1371/journal.pone.0110237","title":"Effects of Infection on Honey Bee Population Dynamics: A Model","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Honey bee; Foraging; Disease; Population; Zoology; Mortality rate; Ecology; Honey Bees; Toxicology; Demography; Medicine; Pathology","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":[0.0007577853,0.001003983,0.001361073,0.0006940994,0.0009270042,0.002286476,0.002992785,0.004232048,0.008412643],"category_scores_gemma":[0.002554011,0.0005982541,0.001576089,0.0007809783,0.00119042,0.002688905,0.001862269,0.001799303,0.001571553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278942,"about_ca_system_score_gemma":0.001013805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375386,"about_ca_topic_score_gemma":0.006467937,"domain_scores_codex":[0.999624,0.0001419258,0.00001639835,0.00009337124,0.00004531401,0.00007889785],"domain_scores_gemma":[0.998965,0.0004622187,0.0001854163,0.0000599318,0.000133815,0.0001935427],"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":[0.0002073053,0.0001547123,0.004772918,0.0001674283,0.0001449013,0.000854531,0.0003128691,0.9239768,0.002309748,0.05865026,0.003171575,0.005277051],"study_design_scores_gemma":[0.0001342177,0.000117583,0.0008750496,0.00002376375,0.00005015648,0.0001623205,0.00007920095,0.9810579,0.00008501892,0.01552334,0.001852844,0.00003854733],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5721008,0.003538207,0.3114968,0.01220231,0.0007866939,0.0004426585,0.005287515,0.0008181052,0.09332692],"genre_scores_gemma":[0.9402426,0.001546324,0.01418525,0.0006482357,0.0002175923,0.0004934258,0.0006864835,0.00007905827,0.04190093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01375386,"threshold_uncertainty_score":0.02814305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437898568788012,"score_gpt":0.2284114823415227,"score_spread":0.1940324966536426,"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."}}