{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002402541,0.0001481881,0.00009772686,0.0009780956,0.001126972,0.0003772903,0.0001984571,0.0001289333,0.003114933],"category_scores_gemma":[0.0002845562,0.00006653792,0.00006487183,0.0008002243,0.0003068676,0.0002223402,0.0004000665,0.0002548759,0.0002346402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333888,"about_ca_system_score_gemma":0.001130194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4488242,"about_ca_topic_score_gemma":0.8644595,"domain_scores_codex":[0.9998519,0.00001616576,0.000005030061,0.00002748368,0.00006441544,0.00003506019],"domain_scores_gemma":[0.9994911,0.00003937807,0.0001304615,0.00001999069,0.0002194076,0.00009972647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009761203,0.00005941062,0.9215628,0.0001819937,0.00003787225,0.0009873171,0.004701595,0.00004802587,0.01715543,0.0001365636,0.004836491,0.05019487],"study_design_scores_gemma":[0.000001635543,0.00002651228,0.9934095,0.00002017175,0.000004568079,0.0002538582,0.001790879,0.00002772788,0.0002440494,0.00001041782,0.004208081,0.000002621209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867389,0.0006893032,0.0002009103,0.0001998911,0.00001303239,0.00004655639,0.001409103,0.00002904447,0.01067327],"genre_scores_gemma":[0.9945927,0.000499467,0.000804402,0.0001745255,0.00001418224,0.00001520711,0.001032113,0.000003709232,0.002863555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5511758,"threshold_uncertainty_score":0.8924235,"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."}}