{"id":"W4404880028","doi":"10.1007/978-981-97-1817-7_34","title":"Family Lygaeidae Schilling, 1829","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Lygaeidae; Medicine; Biology; Zoology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"category_scores_codex":[0.0000814439,0.0003031082,0.0002763396,0.00001914002,0.00009373343,0.0001217828,0.0002941691,0.0004392545,0.004170085],"category_scores_gemma":[0.000001817939,0.000093408,0.0003122409,0.00002947987,0.00004894572,0.00004150618,0.00009815438,0.0003847535,0.0009762334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002785919,"about_ca_system_score_gemma":0.000007167449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002761766,"about_ca_topic_score_gemma":0.0002933511,"domain_scores_codex":[0.9988955,0.000004695284,0.0002328468,0.000412792,0.0002346643,0.0002194885],"domain_scores_gemma":[0.9997033,0.00003440053,0.00005393185,0.00007786058,0.00005714225,0.0000733127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001158024,0.00002021692,0.00001333817,0.00001177015,0.00003916302,0.00005800871,0.000009808135,2.497196e-8,0.07247175,0.7019519,0.02626984,0.1991426],"study_design_scores_gemma":[0.00002393947,0.000200257,0.0007210191,0.00009848439,0.00006593019,0.000006931811,0.000006377921,0.000003842869,0.0003314651,0.06445393,0.9337047,0.0003831697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004056236,0.001394434,0.000001198437,0.0002298592,0.0002860821,0.0002227793,0.0001451106,0.000848321,0.992816],"genre_scores_gemma":[0.06271221,0.0003974388,0.00002991485,0.0005197328,0.0006702582,0.00001727139,0.0001602337,0.000003826908,0.9354891],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9074348,"threshold_uncertainty_score":0.9998016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321914684285873,"score_gpt":0.2113904032203406,"score_spread":0.1881712563774819,"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."}}