{"id":"W7117763290","doi":"10.1093/jee/toaf358","title":"Seasonal abundance, species composition, fruit damage, and attracticidal control of stink bugs (Hemiptera: Pentatomidae) in apple orchards in Québec, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de Recherche et de Développement en Agroenvironnement","funders":"Agriculture and Agri-Food Canada","keywords":"Pentatomidae; Heteroptera; PEST analysis; Nezara viridula; Integrated pest management; Cultivar","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003672711,0.0001118229,0.0004839779,0.00005617015,0.00004334746,0.00001551846,0.0001739424,0.00005714552,0.0002752107],"category_scores_gemma":[0.00005418349,0.00005974475,0.00005108085,0.00008896075,0.0001182268,0.0001063535,0.00005691129,0.0002043355,0.000001100397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004087584,"about_ca_system_score_gemma":0.0002720449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2343866,"about_ca_topic_score_gemma":0.8824988,"domain_scores_codex":[0.998871,0.00008694814,0.0006061957,0.0001399828,0.00007097472,0.0002248585],"domain_scores_gemma":[0.9989309,0.0006031917,0.0003161851,0.00003114073,0.00005973216,0.00005884406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001898212,0.00006836411,0.9799665,0.00001546489,0.00005788528,0.00005231639,0.0001231919,0.00007836117,0.01554377,0.0003668283,0.002321924,0.001215537],"study_design_scores_gemma":[0.001025482,0.000114516,0.9882107,0.00005174456,0.00001433744,0.00006261215,0.0003309076,0.00008621327,0.001929932,0.0002088359,0.007873636,0.00009105819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915404,0.0004650801,0.000003193001,0.006788342,0.0002114389,0.00009467312,0.00004768951,0.000001985118,0.0008472225],"genre_scores_gemma":[0.9990479,0.00008818755,0.00002502174,0.0006026198,0.00009164782,0.000004133166,0.00000429532,7.118966e-7,0.0001354851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6481122,"threshold_uncertainty_score":0.7707117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201987061492731,"score_gpt":0.2345233701628158,"score_spread":0.2225034995478885,"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."}}