{"id":"W4402055417","doi":"10.1079/9781800623279.0025","title":"<i>Halyomorpha halys</i>Stål, Brown Marmorated Stink Bug / Punaise marbrée (Hemiptera: Pentatomidae)","year":2024,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pentatomidae; Hemiptera; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006803003,0.0005163333,0.0001716272,0.0006085279,0.0004991122,0.0006378207,0.0002732344,0.0002242403,0.05739393],"category_scores_gemma":[0.00005174258,0.0001371469,0.0001138843,0.0005122596,0.0002741782,0.0004970843,0.0003045143,0.0003974239,0.02379362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005167,"about_ca_system_score_gemma":0.0005622716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05460148,"about_ca_topic_score_gemma":0.2206728,"domain_scores_codex":[0.9999715,0.000002189158,0.00000105109,0.000007323957,0.00001341106,0.000004427402],"domain_scores_gemma":[0.9999777,0.000004613709,0.000001905278,0.000001941808,0.000008393358,0.000005449254],"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":[0.00005455138,0.00004941964,0.001546285,0.0004680062,0.000006691628,0.000219526,0.0006768613,0.000242213,0.01072581,0.009742644,0.3790869,0.5971811],"study_design_scores_gemma":[0.0000014603,0.0000177972,0.00263725,0.0000441298,0.00000213473,0.0001635355,0.00005944818,0.00007885901,0.0004060154,0.0002060918,0.9963811,0.000002175991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007677874,0.02500303,0.001878408,0.001077123,0.0008569355,0.00007673382,0.0007661515,0.0004793112,0.9621845],"genre_scores_gemma":[0.008612571,0.007326405,0.00117653,0.0002913016,0.00007981153,0.00001444307,0.000483892,0.00007930085,0.9819357],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05739393,"threshold_uncertainty_score":0.1920019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561182639185619,"score_gpt":0.2144563427227668,"score_spread":0.1888445163309106,"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."}}