{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005422028,0.0003807081,0.0003290608,0.0002847356,0.000320764,0.0006889924,0.0003240176,0.0005294434,0.002114144],"category_scores_gemma":[0.0007159601,0.0001604035,0.0004658315,0.000259427,0.0001962809,0.0003851589,0.000348089,0.0004525807,0.0002932291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005182931,"about_ca_system_score_gemma":0.0003984525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002211546,"about_ca_topic_score_gemma":0.007518928,"domain_scores_codex":[0.9994323,0.0001006044,0.00007638396,0.0001338682,0.0002107434,0.00004612466],"domain_scores_gemma":[0.9994653,0.0001090778,0.0002212565,0.00004218736,0.000122806,0.00003932436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005521079,0.0001781348,0.009456621,0.0005734713,0.00008010081,0.0001319351,0.0001654747,0.001149966,0.9654239,0.0001137821,0.0003612608,0.02181325],"study_design_scores_gemma":[0.0001033765,0.01890443,0.1109662,0.0001493442,0.0003882459,0.0007002183,0.0002999703,0.002964796,0.8539491,0.0002300856,0.0112904,0.00005392572],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894398,0.001506686,0.004135384,0.0001020815,0.00002932072,0.0004622098,0.001066621,0.00007710623,0.003180757],"genre_scores_gemma":[0.9800744,0.001707436,0.0131011,0.000229791,0.000010632,0.0004189006,0.001551653,0.00003599033,0.002870125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002211546,"threshold_uncertainty_score":0.007072508,"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."}}