{"id":"W4396923733","doi":"10.1111/conl.13022","title":"Risk assessments underestimate threat of pesticides to wild bees","year":2024,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Liber Ero Foundation","keywords":"Pesticide; Biology; Intraspecific competition; Honey bee; Risk assessment; Ecology; Invasive species; Pollinator; Toxicology; Pollination; 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":[0.04376016,0.001591001,0.002016983,0.005937978,0.0004508742,0.003890847,0.002166623,0.001119715,0.002804355],"category_scores_gemma":[0.08041538,0.0008733486,0.008470245,0.004863407,0.001086616,0.00311782,0.00222049,0.001898593,0.0005000326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217904,"about_ca_system_score_gemma":0.001064802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008199043,"about_ca_topic_score_gemma":0.004983794,"domain_scores_codex":[0.9657933,0.02111349,0.002654622,0.006251452,0.003854661,0.0003325136],"domain_scores_gemma":[0.8594736,0.1047257,0.01605746,0.01367393,0.005667754,0.0004014222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.002712134,0.0001004522,0.3297255,0.02458993,0.4244744,0.0003709001,0.0006982767,0.05478174,0.005667424,0.005546546,0.007695844,0.143637],"study_design_scores_gemma":[0.0006560734,0.001897672,0.3620898,0.01389487,0.4245854,0.001313765,0.001614909,0.06752673,0.01453608,0.03975965,0.07175514,0.0003698792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.537329,0.2280301,0.1621147,0.009236705,0.0007593191,0.0006790718,0.04041883,0.002237363,0.01919498],"genre_scores_gemma":[0.968017,0.01134967,0.01339613,0.001650681,0.0001367177,0.0001627851,0.004509654,0.0002176937,0.0005596417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04376016,"threshold_uncertainty_score":0.2314286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04816132960443826,"score_gpt":0.3207271063401655,"score_spread":0.2725657767357272,"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."}}