{"id":"W2570548044","doi":"10.1371/journal.pone.0167764","title":"Emerging New Crop Pests: Ecological Modelling and Analysis of the South American Potato Psyllid Russelliana solanicola (Hemiptera: Psylloidea) and Its Wild Relatives","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Freiwillige Akademische Gesellschaft; National Science Foundation","keywords":"PEST analysis; Biology; Threatened species; Ecology; Range (aeronautics); Hemiptera; Taxon; Crop; Integrated pest management; Environmental niche modelling; Genus; Endangered species; Ecological niche; Habitat; Botany","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004074424,0.0005125988,0.0003512316,0.0007375727,0.0003760816,0.0006684953,0.0006075288,0.0005817364,0.0008326941],"category_scores_gemma":[0.0006967883,0.0002459923,0.0009009076,0.0004648458,0.0002591321,0.0003740029,0.0004399985,0.0003424498,0.000101228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005922833,"about_ca_system_score_gemma":0.0006200002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04500988,"about_ca_topic_score_gemma":0.02953153,"domain_scores_codex":[0.9998953,0.00004458747,0.000005757605,0.00002526265,0.00001127967,0.00001772519],"domain_scores_gemma":[0.9995911,0.0002363133,0.00007276035,0.00001751698,0.00004026744,0.00004200529],"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":[0.0001228159,0.0002195078,0.100696,0.00008727827,0.0001733835,0.0002402322,0.0001565925,0.8853934,0.002758328,0.0008457159,0.0004651924,0.008841622],"study_design_scores_gemma":[0.000008144279,0.00004028319,0.01389926,0.000003881672,0.00002359664,0.00004526194,0.00008953168,0.9853598,0.0001086015,0.0002141664,0.000200687,0.000006727831],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963497,0.0001273562,0.002395878,0.00009675248,0.000003052512,0.00000985628,0.0001946701,0.0000376054,0.0007851401],"genre_scores_gemma":[0.9955544,0.0001310568,0.003547078,0.00001547238,0.000003431772,0.00001811656,0.0003148853,0.00001018171,0.000405386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04500988,"threshold_uncertainty_score":0.08949578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0532955217574939,"score_gpt":0.234822365563573,"score_spread":0.1815268438060791,"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."}}