{"id":"W4308331477","doi":"10.3897/zookeys.1128.90016","title":"Palaearctic seed beetle Bruchus affinis (Coleoptera, Chrysomelidae, Bruchinae) new to North America, arrival, distribution, and autecology","year":2022,"lang":"en","type":"article","venue":"ZooKeys","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Works and Government Services Canada; College Ahuntsic; Canadian Food Inspection Agency; Agriculture and Agri-Food Canada","funders":"Chittaranjan National Cancer Institute; Uniwersytet Wrocławski; Muséum National d'Histoire Naturelle; Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","keywords":"Biology; Lathyrus; Fabaceae; Invasive species; Introduced species; Pteromalidae; Hymenoptera; Parasitoid; Ecology; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006693938,0.0001510402,0.0002083194,0.00001601525,0.0006780744,0.00008532856,0.0002291206,0.00003986564,0.004017447],"category_scores_gemma":[0.00004046471,0.00007662038,0.00007672161,0.0003666487,0.00003247342,0.00008130251,0.0001646279,0.0002222328,0.0002663615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007038814,"about_ca_system_score_gemma":0.00003062072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007756106,"about_ca_topic_score_gemma":0.006068836,"domain_scores_codex":[0.9988206,0.0001033548,0.0002075564,0.0003455097,0.0001783154,0.0003446411],"domain_scores_gemma":[0.9994459,0.0001585702,0.00007880988,0.00007871746,0.00004295096,0.0001950956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000752894,0.0008440582,0.4471519,0.00002107329,0.0002115388,0.0001730747,0.001731168,0.0007370402,0.02600651,0.001282701,0.09430754,0.4267805],"study_design_scores_gemma":[0.0001881529,0.0006905124,0.7056023,0.000002640579,0.00001467536,0.00001838059,0.0002586436,0.0001447195,0.00006404332,0.0001088211,0.2927326,0.0001744511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917599,0.00009357756,0.00005528555,0.006017116,0.00034899,0.0002850054,0.000283177,0.00007437242,0.001082598],"genre_scores_gemma":[0.9944107,0.0000326487,0.00004664268,0.002262769,0.0002610804,0.00008392429,0.0003365784,0.00000139987,0.002564239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.426606,"threshold_uncertainty_score":0.9988514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007719084563428334,"score_gpt":0.1983515249460686,"score_spread":0.1906324403826402,"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."}}