{"id":"W1514380954","doi":"10.1002/9781118395264.ch25","title":"Microsporidia Biological Control Agents and Pathogens of Beneficial Insects","year":2014,"lang":"en","type":"other","venue":"","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Biology; Microsporidia; Biological pest control; Context (archaeology); Host (biology); PEST analysis; Ecology; Insect; Pest control; Integrated pest management; Beneficial insects; Zoology; Botany; Spore","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":[0.00008456972,0.0001827919,0.0004261459,0.0001174027,0.00004053947,0.000003709254,0.00007149728,0.0007332999,0.005466114],"category_scores_gemma":[0.0001091573,0.0001392921,0.0000700711,0.000037376,0.0002255732,0.000004596414,0.00003265456,0.0001377665,0.0004445369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000646315,"about_ca_system_score_gemma":0.00002428974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002393715,"about_ca_topic_score_gemma":0.00004947978,"domain_scores_codex":[0.999294,0.00008021447,0.0001955516,0.0002176739,0.00001343878,0.0001991471],"domain_scores_gemma":[0.9994752,0.0001725876,0.0001453206,0.0001619698,0.0000267739,0.00001817474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007847777,0.0003561082,0.05987225,0.00007882824,0.0006043815,0.00001386706,0.00004399365,0.000001573738,0.05242421,0.00928312,0.8744634,0.002779779],"study_design_scores_gemma":[0.002041678,0.0003414831,0.03244845,0.0000708908,0.0001389709,0.00005808444,0.00001213191,0.000001718278,0.002125258,0.0001084448,0.9623324,0.0003205152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2160775,0.007114213,0.002427545,0.00004550783,0.003443517,0.0008056816,0.00173707,0.0002672849,0.7680817],"genre_scores_gemma":[0.8938379,0.0007415319,0.0001190452,0.0003588492,0.0001511059,0.00001433133,0.0002568689,0.00009082125,0.1044296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6777604,"threshold_uncertainty_score":0.995443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118115491932105,"score_gpt":0.2343823291305096,"score_spread":0.2232011742111885,"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."}}