{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007221231,0.0003953703,0.0003662526,0.0005470242,0.0002310513,0.0008023175,0.0004424949,0.0008023558,0.006050398],"category_scores_gemma":[0.0004143412,0.0001180547,0.0001142365,0.000314083,0.0006652992,0.0008669065,0.0007303645,0.0006597143,0.001341808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007488104,"about_ca_system_score_gemma":0.0005606426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008980399,"about_ca_topic_score_gemma":0.001143073,"domain_scores_codex":[0.9997801,0.00006674079,0.00001855325,0.00003351914,0.00007626363,0.00002478781],"domain_scores_gemma":[0.9997287,0.00007402455,0.00004237204,0.00002852935,0.00006361907,0.00006260217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003278017,0.0001280208,0.001360229,0.002511276,0.00003800709,0.0003427404,0.0002643511,0.001154248,0.02638778,0.05044264,0.04448601,0.8725569],"study_design_scores_gemma":[0.00004856131,0.0004506321,0.003360694,0.00100678,0.00004324919,0.000842787,0.0002585044,0.001038996,0.006133777,0.01784297,0.968951,0.00002206535],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02172659,0.8549734,0.008417419,0.01602494,0.001953763,0.00008088644,0.0002421104,0.0002224548,0.09635835],"genre_scores_gemma":[0.4556214,0.4376004,0.01541263,0.00467865,0.001815362,0.0001457139,0.000426327,0.0000350645,0.08426452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006050398,"threshold_uncertainty_score":0.0202406,"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."}}