{"id":"W2037977223","doi":"10.1093/jee/tov036","title":"Characterizing Damage of Brown Marmorated Stink Bug (Hemiptera: Pentatomidae) in Blueberries","year":2015,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Agricultural Statistics Service; Agricultural Research Service; National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Pentatomidae; Biology; PEST analysis; Hemiptera; Cultivar; Horticulture; Nymph; Integrated pest management; Berry; Botany; Agronomy; Toxicology","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":[0.0006298131,0.0001269321,0.0004802396,0.00005890093,0.00002718006,0.00002127144,0.0002738575,0.00008439461,0.0003289586],"category_scores_gemma":[0.000118396,0.00005871086,0.00008912567,0.00009905714,0.0001092875,0.0002358119,0.0001112557,0.0001781749,0.00002601396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369238,"about_ca_system_score_gemma":0.00004585662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003065651,"about_ca_topic_score_gemma":0.0008648646,"domain_scores_codex":[0.9987007,0.0001068434,0.0007449731,0.0001370769,0.00007718077,0.0002331663],"domain_scores_gemma":[0.9989285,0.0001846576,0.0006315436,0.0000451087,0.0001028812,0.0001072998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000325485,0.0001454206,0.7634961,0.00001416956,0.00009039682,0.0001443133,0.001538788,0.00002962492,0.2270526,0.0001966603,0.001327593,0.005638913],"study_design_scores_gemma":[0.001665142,0.001171151,0.9375427,0.0000984791,0.00003344307,0.0004864227,0.002103025,0.00007198063,0.04679366,0.001644773,0.008058665,0.0003305603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964345,0.0001829957,4.806269e-7,0.00129851,0.000453878,0.00006696616,0.0000120268,0.000006541015,0.001544154],"genre_scores_gemma":[0.9993212,0.00006660966,0.00007869684,0.0001953813,0.000233544,0.000002131817,0.000006310979,0.000001256776,0.00009491675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1802589,"threshold_uncertainty_score":0.3601866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450774761684669,"score_gpt":0.2624336890820147,"score_spread":0.217925941465168,"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."}}