{"id":"W1965238863","doi":"10.1079/pavsnnr20072013","title":"Practicalities of developing and registering microbial biologicalcontrol agents.","year":2007,"lang":"en","type":"article","venue":"CABI Reviews","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commercialization; Business; European union; Directive; Crop protection; Biotechnology; Product (mathematics); Environmental planning; Environmental protection; Marketing; International trade; Agroforestry; Environmental science; Computer science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004776709,0.0006974961,0.0005221282,0.001238859,0.0004743343,0.001805097,0.0009962261,0.001364544,0.003977745],"category_scores_gemma":[0.007059479,0.0003954868,0.0005073997,0.0008913056,0.0007084413,0.001534151,0.00102193,0.001141312,0.002430046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007477187,"about_ca_system_score_gemma":0.00100393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377168,"about_ca_topic_score_gemma":0.001523635,"domain_scores_codex":[0.994568,0.002531461,0.000403976,0.0006899772,0.00159509,0.0002114979],"domain_scores_gemma":[0.99644,0.001180298,0.0009965192,0.000575146,0.0006487474,0.0001592024],"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":[0.0005384605,0.001140458,0.003621278,0.002745129,0.00004129654,0.000533862,0.0003098731,0.002849192,0.4357737,0.004402415,0.002271396,0.545773],"study_design_scores_gemma":[0.0002009641,0.005976954,0.004816824,0.0007816378,0.0002007891,0.002065238,0.0005593563,0.00526128,0.8002774,0.002120914,0.1776509,0.00008764223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5073115,0.07888607,0.3165625,0.00798478,0.001451486,0.007852539,0.001871854,0.002154053,0.07592521],"genre_scores_gemma":[0.639604,0.0241433,0.3181447,0.0005682392,0.0001926124,0.001572159,0.001309576,0.0001376312,0.01432769],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004776709,"threshold_uncertainty_score":0.025262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0584292988910572,"score_gpt":0.2885114287533833,"score_spread":0.2300821298623261,"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."}}