{"id":"W2019786604","doi":"10.7202/706036ar","title":"Insect parasitoids : a Canadian perspective on their use for biological control of forest insect pests","year":2005,"lang":"en","type":"article","venue":"Phytoprotection","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biological pest control; Biology; Context (archaeology); Integrated pest management; Pest control; PEST analysis; Ecology; Parasitoid; Natural enemies; Agroforestry; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002153975,0.0001369715,0.000152398,0.00008940726,0.0001994629,0.00001262367,0.000117631,0.0001177244,0.0002380644],"category_scores_gemma":[0.0001205388,0.000110624,0.00008965273,0.0001618429,0.0001336084,0.0001554534,0.00002156404,0.0001325014,0.00007659092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007047617,"about_ca_system_score_gemma":0.00002032134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08054236,"about_ca_topic_score_gemma":0.5100157,"domain_scores_codex":[0.9991266,0.0000647605,0.0001476077,0.000290978,0.0000828738,0.000287212],"domain_scores_gemma":[0.9995578,0.00008693383,0.00007840819,0.0001716975,0.0000196104,0.00008554107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004098884,0.001712438,0.737087,0.00005005627,0.0004025277,0.00001723871,0.004848506,0.0850043,0.05496486,0.0348511,0.004169685,0.07279348],"study_design_scores_gemma":[0.0008938771,0.001257462,0.9771766,0.000007844714,0.00001211328,0.000006588764,0.0001053204,0.002792864,0.002959546,0.00442156,0.01019891,0.0001672931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918222,0.00001366105,0.003766773,0.0003888833,0.0001502544,0.001274603,0.00002604411,0.00004112581,0.002516434],"genre_scores_gemma":[0.9986309,0.000008480218,0.00022965,0.0005319099,0.0001023276,0.000389612,0.000004977785,0.00001017084,0.00009200358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4294733,"threshold_uncertainty_score":0.9255804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715917884396007,"score_gpt":0.2366284823013127,"score_spread":0.2094693034573526,"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."}}