{"id":"W4403625910","doi":"10.1093/jee/toae227","title":"Identifying and modeling the impact of neonicotinoid exposure on honey bee colony profit","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Agriculture and Agri-Food Canada; University of British Columbia","funders":"Genome British Columbia; Agriculture and Agri-Food Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Government of Canada; Alliance de recherche numérique du Canada; Ontario Genomics; Genome Canada","keywords":"Neonicotinoid; Clothianidin; Biology; Beekeeping; Toxicology; Thiamethoxam; Pesticide; Honey bee; Pollination; Pollinator; Imidacloprid; Botany; Agronomy; Pollen","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":[0.0006471891,0.0009260446,0.000615907,0.0003951796,0.0004427379,0.001125807,0.001207063,0.001608277,0.001549739],"category_scores_gemma":[0.001973585,0.0007738221,0.0007263405,0.0003419427,0.0007491476,0.0006998499,0.0008223961,0.0009480069,0.0001355645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002266692,"about_ca_system_score_gemma":0.001666754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1105711,"about_ca_topic_score_gemma":0.05631214,"domain_scores_codex":[0.9997931,0.00005435925,0.000008367962,0.00004899413,0.00002613872,0.00006913808],"domain_scores_gemma":[0.9988558,0.000767849,0.0001724037,0.00002973585,0.00008525759,0.00008886989],"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":[0.0000201763,0.00002001322,0.002650582,0.000007635076,0.00001315822,0.00004590133,0.000009223916,0.9959961,0.0002638921,0.000406506,0.00006162166,0.0005051509],"study_design_scores_gemma":[0.000008897725,0.00001411945,0.000856276,0.000001849779,0.000009681258,0.000009061093,0.00001686419,0.9985991,0.00009024145,0.0003146319,0.00007572029,0.000003544682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764573,0.0002593815,0.01798793,0.0002826324,0.00001474053,0.00005539162,0.0004628498,0.00007201673,0.004407735],"genre_scores_gemma":[0.9943141,0.0001070409,0.00262054,0.00002893605,0.000005001219,0.00004639445,0.0001759631,0.00001853626,0.00268342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105711,"threshold_uncertainty_score":0.219855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06847547826247369,"score_gpt":0.3388912355352349,"score_spread":0.2704157572727612,"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."}}