{"id":"W1833265883","doi":"10.1139/cjps2011-045","title":"Aphid parasitoids in biological control","year":2012,"lang":"en","type":"article","venue":"BioOne Complete (BioOne)","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":91,"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; Parasitoid; Agronomy; Homoptera; Ecology; Botany; PEST analysis; Gall","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003316667,0.0002621568,0.000384653,0.00004020398,0.0002263654,0.00006438237,0.0003320646,0.0001860724,0.001473608],"category_scores_gemma":[0.00005157165,0.0001041785,0.0001779048,0.0003384332,0.00009261238,0.0001971838,0.00006278244,0.0002518617,0.0006736233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005101228,"about_ca_system_score_gemma":0.000006838221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009188835,"about_ca_topic_score_gemma":0.0004262782,"domain_scores_codex":[0.9981022,0.000200445,0.0003992935,0.0003437881,0.0001885079,0.0007656974],"domain_scores_gemma":[0.9991374,0.0003857684,0.0001176361,0.0001098864,0.00005382376,0.0001954599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002949321,0.0006279501,0.2111994,0.000004844294,0.0000432109,0.00001758416,0.0000767317,0.000002558702,0.7605465,0.003200358,0.002506452,0.0214795],"study_design_scores_gemma":[0.0008765748,0.0003909394,0.7877538,0.00003134774,0.00001409397,0.00007412226,0.0001873823,0.0002392493,0.001228416,0.0001774354,0.2085443,0.0004823814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940113,0.0006058548,0.00004007172,0.00143108,0.0004935477,0.0003647122,0.0002683297,0.000118365,0.002666684],"genre_scores_gemma":[0.9974154,0.0000550081,0.00006214017,0.001112502,0.0009534716,0.00006228985,0.0001553147,0.000001927459,0.0001819495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7593181,"threshold_uncertainty_score":0.9994392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2613409165168654,"score_gpt":0.2417291098093471,"score_spread":0.0196118067075183,"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."}}