{"id":"W1232544390","doi":"10.1080/09583150500136956","title":"Biological control of the diamondback moth,<i>Plutella xylostella</i>: A review","year":2005,"lang":"en","type":"review","venue":"Biocontrol Science and Technology","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":263,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Diamondback moth; Plutella; Plutellidae; Biology; Beauveria bassiana; Biological pest control; Biopesticide; Lepidoptera genitalia; Parasitoid; Entomophthorales; Botany; Agronomy; Pesticide","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":[],"consensus_categories":[],"category_scores_codex":[0.000746046,0.0003927422,0.001184601,0.0001862149,0.0001922786,0.00002124522,0.00137993,0.0007107973,0.000009143911],"category_scores_gemma":[0.0005797041,0.0002247638,0.0003025203,0.001134926,0.00260024,0.000003812443,0.0004206497,0.0002871462,0.00001089598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003002223,"about_ca_system_score_gemma":0.0007110306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002235093,"about_ca_topic_score_gemma":0.00001079205,"domain_scores_codex":[0.9977008,0.0001108127,0.0006134791,0.0007555303,0.0002927958,0.0005265482],"domain_scores_gemma":[0.9980647,0.00003520224,0.0004822868,0.001035236,0.0002996088,0.0000829977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008432821,0.00004736648,0.00003644843,0.002421675,0.00006928743,0.000001818004,0.000002064958,1.096994e-7,0.01037895,0.0004800619,0.000939767,0.985614],"study_design_scores_gemma":[0.0003434797,0.0002371707,0.000003015975,0.003173624,0.0002617534,0.00008489374,0.00000503696,0.000001791352,0.004815592,0.00004816693,0.9907329,0.000292571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002002738,0.9971521,0.00002552534,0.00053936,0.0001375733,0.001404479,0.00006174281,0.00001755093,0.0004613249],"genre_scores_gemma":[0.004851825,0.9939483,0.00008034612,0.0006626344,0.000155511,0.0001260174,0.000008352288,0.00001952272,0.0001475365],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9897931,"threshold_uncertainty_score":0.9580692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468814829190978,"score_gpt":0.2868252854569752,"score_spread":0.2721371371650654,"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."}}