{"id":"W2589966202","doi":"10.17660/actahortic.2008.793.59","title":"PHAGE-BASED BIOPESTICIDES: CHARACTERIZATION OF PHAGE RESISTANCE AND HOST RANGE FOR SUSTAINABILITY","year":2008,"lang":"en","type":"article","venue":"Acta Horticulturae","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Brock University","keywords":"Biopesticide; Characterization (materials science); Host (biology); Resistance (ecology); Sustainability; Biology; Biotechnology; Genetics; Nanotechnology; Materials science; Pesticide; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005292796,0.00009172755,0.0001151241,0.000005070842,0.00006602182,0.000007826398,0.00007485332,0.00004676883,0.00008172892],"category_scores_gemma":[0.0001849749,0.0000763346,0.00003390258,0.0001010022,0.0001552887,0.000117442,0.00002659454,0.00004242954,0.000001046763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007262382,"about_ca_system_score_gemma":0.000006900778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000898423,"about_ca_topic_score_gemma":0.000002581083,"domain_scores_codex":[0.999415,0.000005681352,0.0001564722,0.0001814936,0.00009808515,0.0001433079],"domain_scores_gemma":[0.9996843,0.0000505875,0.00005815558,0.0001229032,0.00002225737,0.00006176576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003516502,0.00004374299,0.006697511,0.0001062583,0.000003453812,0.000002221289,0.0001463472,0.0000147856,0.9927949,0.000005132534,0.00006420509,0.00008630813],"study_design_scores_gemma":[0.000407268,0.00001867686,0.1738776,0.000015697,0.00001621075,0.000002972416,0.00003572728,0.0005528821,0.8235015,0.00001794378,0.001423631,0.0001299145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986402,0.00001744806,0.0006047067,0.0002201452,0.0000125947,0.0002025329,0.00002242142,0.00002564883,0.0002542593],"genre_scores_gemma":[0.9991467,0.00001053598,0.0004110707,0.00003220281,0.00001818304,0.00002957373,0.00002454565,0.000006159835,0.0003210479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1692934,"threshold_uncertainty_score":0.3112835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005948801331706634,"score_gpt":0.1966712896729681,"score_spread":0.1907224883412615,"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."}}