{"id":"W4409502234","doi":"10.1093/jee/toaf071","title":"Evaluating the establishment potential of cabbage stem flea beetle (Coleoptera: Chrysomelidae) and pollen beetle (Coleoptera: Nitidulidae) in canola-growing regions of North America using ensemble species distribution models","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Agriculture and Agri-Food Canada","funders":"Western Grains Research Foundation","keywords":"Flea beetle; Biology; Canola; Habitat; Dominance (genetics); Brassicaceae; Ecology; Brassica; Agronomy","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":[0.0005681544,0.0006334598,0.0002896882,0.0004991621,0.0002682495,0.000552947,0.0004615044,0.0004481133,0.0005554268],"category_scores_gemma":[0.001020054,0.0003071264,0.0006745443,0.0003478107,0.0001461442,0.000625688,0.0003707308,0.0003133621,0.0001049173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006345798,"about_ca_system_score_gemma":0.0006506664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08546699,"about_ca_topic_score_gemma":0.08824387,"domain_scores_codex":[0.999905,0.00002601079,0.000006301664,0.00003518415,0.00001055736,0.00001686651],"domain_scores_gemma":[0.9994426,0.0003187576,0.00008435491,0.00003866231,0.00006840179,0.00004721149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006178027,0.00005850706,0.07169931,0.00002064706,0.0001956844,0.00004305532,0.00003700778,0.9215891,0.0006076333,0.000170637,0.000237996,0.005278618],"study_design_scores_gemma":[0.000006777136,0.00002622506,0.01474986,0.000004094851,0.00004005397,0.00001432829,0.00003697494,0.9846529,0.0001303196,0.0002082044,0.0001226497,0.000007684293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955177,0.000131652,0.003264399,0.00006626784,0.000005621057,0.000006365805,0.0005135128,0.00007311394,0.0004215292],"genre_scores_gemma":[0.9966745,0.00008428653,0.002104295,0.00001411304,0.000004517985,0.00001206884,0.0008484336,0.000007350091,0.0002503905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.914533,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297397116921109,"score_gpt":0.2659419335576257,"score_spread":0.2329679623884146,"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."}}