{"id":"W4402053411","doi":"10.1079/9781800623279.0030","title":"<i>Lygus</i>spp. Plant Bugs / Punaises ternes (Hemiptera: Miridae)","year":2024,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miridae; Lygus; Hemiptera; Tarnished plant bug; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001339708,0.0007593551,0.0007257179,0.00004002667,0.0002711678,0.0002196626,0.0005571357,0.0005165216,0.001332474],"category_scores_gemma":[0.00002082369,0.0002961431,0.0004598496,0.00002707683,0.0002895365,0.00004993417,0.000496254,0.0006123413,0.001927503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009699479,"about_ca_system_score_gemma":0.00002407992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000107588,"about_ca_topic_score_gemma":0.0003911249,"domain_scores_codex":[0.9974962,0.00001447344,0.0005474374,0.0009166319,0.0004604452,0.0005647778],"domain_scores_gemma":[0.9990797,0.0002483341,0.0001775019,0.0001914461,0.0000989057,0.0002040864],"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":[0.0001729644,0.00008795043,0.0008066731,0.0008348512,0.001245765,0.002871986,0.001539706,5.633319e-7,0.06635147,0.08264038,0.1574239,0.6860238],"study_design_scores_gemma":[0.00007771016,0.0001563296,0.0002390754,0.0005371377,0.0001110666,0.00009452048,0.00003433604,0.000001417531,0.002998289,0.008332733,0.9866713,0.0007461416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01196459,0.003414392,2.413568e-7,0.0006557201,0.001127355,0.0004722531,0.0008707509,0.0004778848,0.9810168],"genre_scores_gemma":[0.03356497,0.000230209,0.00001677073,0.0009377434,0.001962121,0.00007451356,0.0002322383,0.00001428654,0.9629672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8292474,"threshold_uncertainty_score":0.9999491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468746457651725,"score_gpt":0.2062627524445168,"score_spread":0.1815752878679995,"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."}}