{"id":"W4386145679","doi":"10.22543/0090-0222.1990","title":"Distribution of an Exotic Pest, <i>Agromyza Frontella</i> (Diptera: Agromyzidae), in Manitoba, Canada.","year":2018,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development; Government of Manitoba","funders":"","keywords":"Younger Dryas; Agromyzidae; PEST analysis; Biology; Distribution (mathematics); Ecology; Parasitoid; Archaeology; Geography; Botany; Hymenoptera; Climate change","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002930311,0.0002177618,0.0002812831,0.00001809715,0.0002853319,0.00006302919,0.0005222655,0.0001092637,0.0005625029],"category_scores_gemma":[0.00006434443,0.00008217333,0.00008400589,0.0002786074,0.0002814712,0.0001352793,0.00006560158,0.0001491187,0.000039117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668844,"about_ca_system_score_gemma":0.00004469194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2115519,"about_ca_topic_score_gemma":0.964324,"domain_scores_codex":[0.9983903,0.0002226066,0.000361892,0.0003237501,0.00026618,0.0004352658],"domain_scores_gemma":[0.9992234,0.0002196788,0.0001557087,0.0001804129,0.0001307068,0.00009013879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001536244,0.001182063,0.05325066,0.00004510978,0.0002678522,0.0006161609,0.0008221675,0.00009520932,0.7857917,0.01539483,0.02660064,0.1143974],"study_design_scores_gemma":[0.0005152785,0.001070327,0.9118165,0.00006846299,0.00007318505,0.0002947752,0.0004448479,0.0009067085,0.006394478,0.0006415876,0.07729673,0.0004770757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949573,0.0001662673,0.00001460052,0.0007258297,0.0004023256,0.0002742236,0.0003909079,0.00004071307,0.003027871],"genre_scores_gemma":[0.9981229,0.00002387023,0.000007448013,0.0001524081,0.0004120401,0.00002612773,0.0003964493,0.00000179303,0.0008569561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8585659,"threshold_uncertainty_score":0.7936984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096056191710858,"score_gpt":0.2083562241137238,"score_spread":0.1873956621966152,"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."}}