{"id":"W2025227920","doi":"10.1603/ec11337","title":"Distribution of <I>Bemisia tabaci</I> (Hemiptera: Aleyrodidae) Biotypes in North America After the Q Invasion","year":2012,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Animal and Plant Health Inspection Service; Agricultural Research Service","keywords":"Biology; Hemiptera; Ornamental plant; Whitefly; PEST analysis; Distribution (mathematics); Homoptera; Crop; Botany; Horticulture; Agronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002873594,0.0001037132,0.0002595384,0.00002970957,0.0000507325,0.00001653946,0.0002021852,0.00007946212,0.0008815535],"category_scores_gemma":[0.0000360497,0.0000393504,0.0001404876,0.00009081735,0.00007190646,0.0002149006,0.00003893647,0.0001624088,0.00005687843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008044242,"about_ca_system_score_gemma":0.00001683994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009195343,"about_ca_topic_score_gemma":0.001692644,"domain_scores_codex":[0.9990008,0.0001041287,0.0004952233,0.00009824296,0.0000612756,0.0002403161],"domain_scores_gemma":[0.9991401,0.0002291816,0.0004617139,0.0000546896,0.00005005635,0.00006421001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001382177,0.0006020198,0.6080751,0.00001249035,0.0001635312,0.00003495287,0.0006898678,0.0001552579,0.3240001,0.001301467,0.005891529,0.05769151],"study_design_scores_gemma":[0.000332772,0.0004148138,0.8973758,0.00002359853,0.00003428395,0.0003806117,0.0001183466,0.00006031226,0.001951844,0.0001198197,0.09905121,0.000136555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971632,0.0008000286,0.000007918981,0.0009349796,0.0004933304,0.0000717097,0.00006226997,0.000003168588,0.0004634018],"genre_scores_gemma":[0.9989711,0.0003090081,0.00001163464,0.0001698876,0.0004245084,0.000005786352,0.00003339139,8.660919e-7,0.00007382564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3220482,"threshold_uncertainty_score":0.9652393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002755652862453,"score_gpt":0.2103183252448347,"score_spread":0.2002907687162102,"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."}}