{"id":"W3204235060","doi":"10.4039/tce.2021.44","title":"Elm zigzag sawfly,<i>Aproceros leucopoda</i>(Hymenoptera: Argidae), recorded for the first time in North America through community science","year":2021,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Natural Resources Canada; Canadian Food Inspection Agency; Canadian Forest Service","funders":"Canadian Wildlife Federation; Canadian Food Inspection Agency","keywords":"Sawfly; Hymenoptera; Entomology; Geography; Ecology; Zigzag; Population; Biology; Zoology; Demography; Archaeology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004895706,0.0001674006,0.0002061057,0.00001397451,0.003362344,0.0001957825,0.00102675,0.00005241456,0.0001421736],"category_scores_gemma":[0.0002781017,0.00005594532,0.00007268504,0.001033707,0.001021332,0.0001098639,0.0001829745,0.0003082997,0.0000662899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213878,"about_ca_system_score_gemma":0.000149643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4019594,"about_ca_topic_score_gemma":0.9930437,"domain_scores_codex":[0.9986237,0.00009731064,0.0001892096,0.0002620559,0.0001806061,0.000647157],"domain_scores_gemma":[0.9988725,0.0006991354,0.00007904317,0.0001132387,0.0001214702,0.0001145686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006106446,0.00106664,0.5409756,0.0001230478,0.0004012432,0.0004426342,0.02010912,0.0004013004,0.04736184,0.004382531,0.1358425,0.248283],"study_design_scores_gemma":[0.0001929068,0.0002274202,0.6572269,0.00002105754,0.00002147845,0.00002566312,0.002033886,0.0001678622,0.0005865429,0.000747761,0.3384536,0.0002949929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677242,0.0005735165,0.000001351233,0.02451389,0.00009964351,0.0003798132,0.0003586063,0.00003533899,0.00631361],"genre_scores_gemma":[0.9943954,0.0001937288,0.00004473559,0.004351523,0.0001188887,0.00006410262,0.00006727262,0.000001393774,0.0007628934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5910842,"threshold_uncertainty_score":0.9979351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0603867682856499,"score_gpt":0.2316394623325811,"score_spread":0.1712526940469312,"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."}}