{"id":"W2587245632","doi":"10.4141/cjps2011-045","title":"Aphid parasitoids in biological control","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Agriculture and Agri-Food Canada","funders":"","keywords":"Braconidae; Aphid; Biological pest control; Biology; Aphelinidae; Cecidomyiidae; Aphididae; Beneficial insects; Parasitoid; Ecology; Agronomy; Homoptera; Botany; PEST analysis; Gall","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008311738,0.00007071066,0.0001373384,0.00008958446,0.0002110883,0.00006685664,0.0003584239,0.00004534865,0.0002964936],"category_scores_gemma":[0.0001415449,0.00002526195,0.00005052202,0.0003913067,0.0001602495,0.0003664137,0.000005299107,0.0001736679,0.00002476902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008440894,"about_ca_system_score_gemma":0.0001642462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004796214,"about_ca_topic_score_gemma":0.02270189,"domain_scores_codex":[0.9990147,0.00004409364,0.0002203058,0.00008657436,0.0001477401,0.0004866099],"domain_scores_gemma":[0.9991115,0.0001424068,0.0001050003,0.00002579447,0.00007314392,0.0005421553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004785988,0.00004648204,0.7654533,7.664306e-7,0.000006160783,0.0001344847,0.0001992786,0.00001316606,0.2216066,0.001970712,0.001050502,0.009470745],"study_design_scores_gemma":[0.0002343228,0.0002434234,0.9457661,0.00003111133,0.000004639348,0.001081896,0.0003708744,0.00008797806,0.001171643,0.0001246411,0.05073648,0.0001468945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974665,0.0002466417,0.00000617043,0.0005431249,0.0006365457,0.00005375884,0.0001127975,0.000002709079,0.000931776],"genre_scores_gemma":[0.9992312,0.00001177625,0.00001914218,0.0003781694,0.0003364075,0.000001346913,0.000002725576,2.322766e-7,0.00001897087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2204349,"threshold_uncertainty_score":0.9951313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829371085139269,"score_gpt":0.2109508415405965,"score_spread":0.1926571306892038,"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."}}