{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002690124,0.0003382094,0.0001899685,0.0003621472,0.000138014,0.0004899463,0.0002510812,0.0003072107,0.0008608531],"category_scores_gemma":[0.0004495434,0.0001499728,0.0001721405,0.0003202552,0.0001904742,0.0002641021,0.0002028631,0.0004506526,0.0002897188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001516622,"about_ca_system_score_gemma":0.0001390869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000353251,"about_ca_topic_score_gemma":0.0004092851,"domain_scores_codex":[0.9998345,0.00003914116,0.00001326855,0.00003069308,0.00005305595,0.00002936798],"domain_scores_gemma":[0.9997424,0.0001085938,0.0000358605,0.00002604871,0.00005170189,0.00003535315],"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":[0.00005391359,0.00001467962,0.0001960148,0.00001096806,0.000001281663,0.000007058321,0.000007316813,0.00004030439,0.9987096,0.00002779936,0.000006048268,0.0009249505],"study_design_scores_gemma":[0.000003656887,0.0001959152,0.00149768,0.000003392509,0.000007119495,0.00005023589,0.00001585743,0.0004720325,0.9974207,0.00002947276,0.0003012687,0.000002668205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925075,0.0009582655,0.005234485,0.00003156214,0.000006843756,0.00001927281,0.0002271803,0.00003360766,0.0009811945],"genre_scores_gemma":[0.9947632,0.0004621979,0.003283678,0.00001531501,0.000002913533,0.00001600824,0.0003532927,0.00001672829,0.001086637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008608531,"threshold_uncertainty_score":0.002879798,"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."}}