{"id":"W3197433163","doi":"10.3390/insects12090807","title":"Biology, Ecology, and Pest Management of the Tarnished Plant Bug, Lygus lineolaris (Palisot de Beauvois) in Southern Row Crops","year":2021,"lang":"en","type":"review","venue":"Insects","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agricultural Research Service; U.S. Department of Agriculture","keywords":"Lygus; Tarnished plant bug; Miridae; Biology; Agronomy; PEST analysis; Integrated pest management; Biological pest control; Weevil; Heteroptera; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002452696,0.0003373178,0.0002416322,0.001109737,0.0001566219,0.0004766733,0.0001703884,0.0003108051,0.0003996819],"category_scores_gemma":[0.0001831742,0.0001074413,0.0001764049,0.0008613909,0.0002528558,0.0004751162,0.0001907819,0.0002076367,0.0001210747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910996,"about_ca_system_score_gemma":0.000381194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005569563,"about_ca_topic_score_gemma":0.009747558,"domain_scores_codex":[0.9999007,0.00001506147,0.00001362402,0.00003175785,0.0000261573,0.00001276735],"domain_scores_gemma":[0.9998655,0.00002752293,0.00005633084,0.000002248478,0.00003541091,0.00001290729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000200101,0.0001904325,0.06323658,0.009546349,0.0001437877,0.0009591639,0.0009274938,0.0005275083,0.0688917,0.0006700675,0.003289828,0.851417],"study_design_scores_gemma":[0.00001742556,0.001219246,0.8306886,0.001670304,0.0003449662,0.004090114,0.001322485,0.0002823822,0.008939839,0.0005916482,0.1507746,0.00005839653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08674638,0.9086354,0.0003389969,0.0005029605,0.00006222112,0.00001212865,0.0000894074,0.00001554014,0.003596933],"genre_scores_gemma":[0.1858303,0.8104318,0.0009396203,0.0003109832,0.0001888797,0.00001567349,0.0001776675,0.000003660656,0.002101386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005569563,"threshold_uncertainty_score":0.0110743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03933705921924627,"score_gpt":0.2698376610638195,"score_spread":0.2305006018445732,"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."}}