{"id":"W3129400105","doi":"10.7717/peerj.10744","title":"Contact toxicity of three insecticides for use in tier I pesticide risk assessments with <i>Megachile rotundata</i> (Hymenoptera: Megachilidae)","year":2021,"lang":"en","type":"article","venue":"PeerJ","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Megachilidae; Pesticide; Biology; Toxicology; Risk assessment; Imidacloprid; Honey bee; Pollinator; Pollination; Ecology; 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":[0.000501339,0.0001770825,0.0003497315,0.00002681171,0.0001628296,0.0001251673,0.000219736,0.00009381141,0.0005167704],"category_scores_gemma":[0.0004261735,0.00007471209,0.00008763264,0.0003844775,0.00006262573,0.0002843525,0.00009137602,0.0002498071,0.00000612122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004776417,"about_ca_system_score_gemma":0.00006969044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004073438,"about_ca_topic_score_gemma":0.05437947,"domain_scores_codex":[0.9983622,0.0001629609,0.0003028447,0.0003745877,0.0003733554,0.0004240646],"domain_scores_gemma":[0.9980016,0.001372425,0.000126422,0.0001252205,0.0002678983,0.0001064012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003706562,0.0003405949,0.8955523,0.00003589303,0.00005075738,0.00003036033,0.00006082679,0.00004865676,0.08516569,0.0004618879,0.0001271929,0.01775521],"study_design_scores_gemma":[0.0006483648,0.001005663,0.9625875,0.00006801136,0.00003854526,0.00001285252,0.0000948216,0.0007926313,0.03235086,0.001150487,0.001038764,0.0002114711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973179,0.0001008549,0.0003850513,0.0001720214,0.00006009947,0.0004409305,0.0003542085,0.00002440193,0.001144504],"genre_scores_gemma":[0.997834,0.00002946636,0.001505045,0.000109644,0.0001072523,0.00005695157,0.000201305,0.000002858217,0.0001534822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06703524,"threshold_uncertainty_score":0.9628757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05202439261647909,"score_gpt":0.2891521965619084,"score_spread":0.2371278039454293,"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."}}