{"id":"W6977656260","doi":"10.7273/000007001","title":"Integrated Pest Management, 2024 Quarter 3 Newsletter","year":2024,"lang":"en","type":"article","venue":"Washington State University","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); PEST analysis; Agriculture; Integrated pest management","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001500399,0.0001284699,0.00008403473,0.0001060805,0.0001482267,0.0000626324,0.0002621818,0.000044723,0.008928029],"category_scores_gemma":[0.00000187282,0.0001237318,0.00005972241,0.0004205397,0.0001346619,0.0004049882,0.0003006116,0.0001966745,0.005921804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00028367,"about_ca_system_score_gemma":0.000004799595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000356348,"about_ca_topic_score_gemma":0.0006529072,"domain_scores_codex":[0.9991044,0.00005031246,0.00008496623,0.0003560105,0.0001354645,0.0002688224],"domain_scores_gemma":[0.9996957,0.00002227098,0.00001951242,0.000188639,0.000003492806,0.00007034731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000565314,0.00007278105,0.005993045,0.00005373765,0.0001351012,0.001649218,0.001320334,0.0005638737,0.0003506807,0.005666606,0.9681443,0.01599377],"study_design_scores_gemma":[0.0001893975,0.00004091547,0.02014116,0.00001845529,0.00004190948,0.000004758118,0.0005817812,0.001349683,0.0000349993,0.0008402176,0.9765837,0.0001730131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6209419,0.00001498538,0.004668359,0.001283378,0.0009365771,0.0002571146,0.0000216631,0.0003109023,0.3715651],"genre_scores_gemma":[0.8044058,0.00005985498,0.0007310447,0.000661271,0.00001752863,0.000001025549,0.00001940801,0.00001260106,0.1940915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1834639,"threshold_uncertainty_score":0.9948522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005552948864308804,"score_gpt":0.1842000470487093,"score_spread":0.1786470981844005,"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."}}