{"id":"W6977324420","doi":"10.7273/000006260","title":"Integrated Pest Management, 2023 Quarter 4 Newsletter","year":2023,"lang":"en","type":"article","venue":"Washington State University","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plastic mulch; Mulch; Quarter (Canadian coin); Pollinator; Biological pest control; Integrated pest management; Pest control; PEST analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001315525,0.0001092032,0.0001039128,0.00004148277,0.0002175334,0.00005259068,0.0002720567,0.00005240176,0.000421911],"category_scores_gemma":[0.000002364324,0.00005065297,0.00007947651,0.0006291102,0.00003555283,0.0001749921,0.000097785,0.0001240957,0.0003791107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004332243,"about_ca_system_score_gemma":0.000002368304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007241938,"about_ca_topic_score_gemma":0.0006590948,"domain_scores_codex":[0.9992278,0.0000600636,0.00007994111,0.0002294792,0.0001312949,0.0002714003],"domain_scores_gemma":[0.9997715,0.00003348864,0.00003640277,0.00005845334,0.00003947032,0.00006064582],"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":[0.0002702439,0.0001625378,0.02527951,0.00001896605,0.00008616891,0.001074272,0.0007107256,0.000004456494,0.3175098,0.002429375,0.3152184,0.3372355],"study_design_scores_gemma":[0.0003018558,0.0001390136,0.3943645,0.00001958419,0.00003026792,0.000002135609,0.002502484,0.000106971,0.001272643,0.0004342193,0.6005077,0.0003185665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864787,0.000001829767,0.00001984812,0.001026832,0.00008552752,0.0001435229,0.0000792166,0.0005873382,0.01157722],"genre_scores_gemma":[0.9808946,0.00005001814,0.0000470465,0.0002582184,0.00003615344,0.000001158562,0.0001447688,9.845412e-7,0.01856711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.369085,"threshold_uncertainty_score":0.4872827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442880310473123,"score_gpt":0.1964414545666543,"score_spread":0.1820126514619231,"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."}}