{"id":"W2220236307","doi":"10.1016/j.plrev.2014.06.009","title":"Pest control: A modelling approach","year":2014,"lang":"en","type":"review","venue":"Physics of Life Reviews","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"PEST analysis; Pest control; Computer science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000895893,0.0021137,0.00227957,0.002001413,0.0001864068,0.001169221,0.001472112,0.001781218,0.003358841],"category_scores_gemma":[0.001767216,0.0004282511,0.0009657121,0.001502874,0.0005525916,0.001670711,0.0007840045,0.001349627,0.0009817034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009796419,"about_ca_system_score_gemma":0.001262897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002391385,"about_ca_topic_score_gemma":0.003036747,"domain_scores_codex":[0.9997087,0.00009707191,0.00002445451,0.00005148837,0.00009711135,0.0000211036],"domain_scores_gemma":[0.9993083,0.0004777165,0.00008882776,0.00002697637,0.00007581853,0.0000223758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005658224,0.00008381787,0.0002425337,0.02255697,0.0004110333,0.0001172436,0.00005137374,0.02125343,0.001207588,0.03265212,0.02526679,0.8961006],"study_design_scores_gemma":[0.0000663994,0.0002945156,0.001038526,0.0137274,0.001299777,0.00074666,0.00007597425,0.0198682,0.001082937,0.07765541,0.8840536,0.0000905899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002947986,0.9894804,0.006173407,0.0006676272,0.0003385005,0.00001443085,0.00005377115,0.00004119114,0.002935976],"genre_scores_gemma":[0.006979948,0.986564,0.004112467,0.0003465747,0.0004073824,0.00004339807,0.00006877677,0.000009639081,0.001467807],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003358841,"threshold_uncertainty_score":0.01123643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07831897758688673,"score_gpt":0.295642379461215,"score_spread":0.2173234018743282,"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."}}