{"id":"W4390298077","doi":"10.20944/preprints202312.2056.v1","title":"Improved Viability of Spray-Dried Pantoea agglomerans for Phage-Carrier Mediated Control of Fire Blight","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada; Wilfrid Laurier University; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Pantoea agglomerans; Fire blight; Erwinia; Microbiology; Biology; Pantoea; Bacteria; Pseudomonas","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002298006,0.0005202636,0.0002808767,0.0001974166,0.0001761548,0.0004136537,0.0002771676,0.0004072236,0.0005626933],"category_scores_gemma":[0.0002039609,0.0001536031,0.000229573,0.0001882199,0.0001425707,0.0002817057,0.000322901,0.0004872154,0.0002506466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003189219,"about_ca_system_score_gemma":0.0002339096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001684012,"about_ca_topic_score_gemma":0.002483022,"domain_scores_codex":[0.99977,0.00003706052,0.00002039432,0.0000453271,0.00008416634,0.0000431272],"domain_scores_gemma":[0.9998482,0.00002816492,0.0000441262,0.00001571998,0.00004144731,0.00002224406],"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":[0.00001180579,0.000006058895,0.0000213566,0.000009490535,7.644197e-7,0.00001091107,0.000008086168,0.00001321413,0.9996641,0.000009525872,0.000005933132,0.0002388068],"study_design_scores_gemma":[0.000002858464,0.0001201343,0.001054393,0.000003374015,0.000005659305,0.00004414886,0.00002090756,0.0003744207,0.9977616,0.000005912998,0.0006020776,0.000004459132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952928,0.000539795,0.002839262,0.00005724562,0.0000220891,0.00003817958,0.0002180463,0.00007071398,0.0009218085],"genre_scores_gemma":[0.991768,0.0004717942,0.004735484,0.00002390922,0.0000043779,0.0000327089,0.0004918284,0.00004290263,0.002428991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001684012,"threshold_uncertainty_score":0.00334841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06353301885863166,"score_gpt":0.3176942006149941,"score_spread":0.2541611817563625,"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."}}