{"id":"W807572259","doi":"10.1079/9780851996868.0205","title":"Integrated pest management in forestry: potential and challenges.","year":2004,"lang":"en","type":"book-chapter","venue":"CABI Publishing eBooks","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; Natural Resources Canada","funders":"","keywords":"Lymantria dispar; Gypsy moth; Integrated pest management; Agroforestry; Biology; PEST analysis; Spruce budworm; Tussock; Forestry; Pest control; Biological pest control; Forest management; Ecology; Geography; Lepidoptera genitalia; Botany; Tortricidae","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004260454,0.0003959999,0.0003242261,0.0002347906,0.0001182972,0.0003184071,0.0005228049,0.0005183421,0.001285422],"category_scores_gemma":[0.00002161155,0.0003949841,0.00007856215,0.00002918135,0.0003817893,0.0004481567,0.0009441424,0.0007536069,0.0001638989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005993719,"about_ca_system_score_gemma":0.0000268417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003674811,"about_ca_topic_score_gemma":0.002422011,"domain_scores_codex":[0.9980963,0.00002367161,0.0003514658,0.0007447588,0.0003399159,0.0004438926],"domain_scores_gemma":[0.9992358,0.00002036184,0.0001605584,0.0004305953,0.00001019885,0.000142468],"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":[0.00004720619,0.00004919181,0.0001190217,0.0002205477,0.0001331781,0.001151781,0.000519164,0.0003073951,0.000007006881,0.7939001,0.006316605,0.1972288],"study_design_scores_gemma":[0.001368455,0.0001275078,0.016557,0.0003066024,0.0001081406,0.00004749975,0.0001524604,0.00007895768,0.000003112676,0.2826848,0.6977869,0.0007785412],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001908418,0.0003386541,0.00002881307,0.0005999192,0.0004383954,0.0006659679,0.00001116098,0.0001035236,0.9959052],"genre_scores_gemma":[0.2579439,0.001164793,0.0008528645,0.0008143149,0.0001371236,0.0001231908,0.0001208857,0.0001202869,0.7387226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6914703,"threshold_uncertainty_score":0.9998502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909194610065627,"score_gpt":0.1932721323485175,"score_spread":0.1741801862478612,"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."}}