{"id":"W4229336632","doi":"10.3390/insects13050441","title":"Using Autumnal Trap Crops to Manage Tarnished Plant Bugs (Lygus lineolaris)","year":2022,"lang":"en","type":"article","venue":"Insects","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sonaca (Canada)","funders":"Agriculture and Agri-Food Canada","keywords":"Lygus; Biology; Miridae; Overwintering; Beauveria bassiana; Tarnished plant bug; Agronomy; Population; Trap crop; Crop; Horticulture; Biological pest control; Heteroptera; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002252872,0.0001662801,0.0002022735,0.00002712694,0.0007983726,0.00006582934,0.0003290034,0.00004317292,0.001338779],"category_scores_gemma":[0.00004230254,0.00007447435,0.00008796197,0.0004850853,0.00002895221,0.00007219614,0.0004084872,0.0002439559,0.00004573695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008931281,"about_ca_system_score_gemma":0.000009133332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002236019,"about_ca_topic_score_gemma":0.0009325785,"domain_scores_codex":[0.9985928,0.0000985148,0.0002144235,0.0003528999,0.0003446662,0.0003966742],"domain_scores_gemma":[0.9996086,0.0001050193,0.00006107873,0.0000698836,0.00003046763,0.0001249162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002439208,0.0003675825,0.02892861,0.0000253798,0.00009598921,0.0006077007,0.00363966,0.0007331052,0.9209945,0.0002149707,0.01163755,0.03251103],"study_design_scores_gemma":[0.000508438,0.001379579,0.3988008,0.00003275453,0.00004260211,0.0002063961,0.001174359,0.001001571,0.01074206,0.0004553097,0.5846831,0.0009730241],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961585,0.0001585473,0.000005873869,0.001168993,0.0004138988,0.0002454116,0.0001652917,0.0001141449,0.001569294],"genre_scores_gemma":[0.9968864,0.000004789172,0.0002382396,0.002133113,0.0003055696,0.00004257562,0.00004738936,0.000001934208,0.00034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9102525,"threshold_uncertainty_score":0.9995741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054708848393063,"score_gpt":0.2453000265070412,"score_spread":0.1905911781139782,"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."}}