{"id":"W2791990255","doi":"10.1093/ae/tmy009","title":"Revisiting Potato Leafhopper, Empoasca fabae (Harris), Migration","year":2018,"lang":"en","type":"article","venue":"American Entomologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leafhopper; Biology; Agronomy; Botany; Hemiptera","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000273483,0.0001402879,0.0001579202,0.0000423513,0.0002459583,0.00002789387,0.0002662533,0.0000377749,0.003289232],"category_scores_gemma":[0.00009872478,0.0001280367,0.00005770584,0.0003957531,0.001799925,0.0001415456,0.0002352438,0.0001001964,0.003797893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139383,"about_ca_system_score_gemma":0.000006676269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005734204,"about_ca_topic_score_gemma":0.003132582,"domain_scores_codex":[0.9987982,0.00009383584,0.000197748,0.0003737017,0.0001685329,0.0003679958],"domain_scores_gemma":[0.9993979,0.0000408737,0.0001585088,0.0003079724,0.00001031088,0.00008445949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007578223,0.0001432099,0.7927541,0.000008621552,0.00005214532,0.00007414971,0.001169783,0.000144207,0.005185099,0.001699363,0.06013482,0.1385587],"study_design_scores_gemma":[0.0002978237,0.0008313549,0.8323088,0.00001080951,0.00003715195,0.00004707051,0.0009697975,0.0007626676,0.001508481,0.0006508184,0.1621415,0.0004337317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951678,0.00001991604,0.00134407,0.001069942,0.0001824955,0.0001622879,0.000002873177,0.0001229797,0.04541739],"genre_scores_gemma":[0.993561,0.00003990306,0.001793696,0.002346968,0.00014054,0.00002903735,0.00001344604,0.00001224506,0.002063156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1381249,"threshold_uncertainty_score":0.9976219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009715116008473117,"score_gpt":0.2562452480151957,"score_spread":0.2465301320067226,"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."}}