{"id":"W2141694851","doi":"10.1111/jfd.12390","title":"Ingestion of food pellets containing <i>Escherichia coli</i> overexpressing the heat‐shock protein DnaK protects <i>Penaeus vannamei</i> (Boone) against <i>Vibrio harveyi</i> (Baumann) infection","year":2015,"lang":"en","type":"article","venue":"Journal of Fish Diseases","topic":"Invertebrate Immune Response Mechanisms","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Ministry of Higher Education, Malaysia","keywords":"Vibrio harveyi; Shrimp; Biology; Microbiology; Penaeus; Escherichia coli; Vibrio; Vibrio vulnificus; Bacteria; Food science; Litopenaeus; Vibrio alginolyticus; Vibrio parahaemolyticus; Hsp70; Heat shock protein; Fishery; Biochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00103477,0.0003558012,0.0006621664,0.0002138769,0.0003306346,0.0001071163,0.0004133745,0.000276299,0.00003748891],"category_scores_gemma":[0.001149986,0.0002708204,0.0003251495,0.0003049966,0.0002525075,0.0006698111,0.0001527453,0.000758845,0.00002655187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001940131,"about_ca_system_score_gemma":0.0007812461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007756717,"about_ca_topic_score_gemma":0.00003234817,"domain_scores_codex":[0.9967487,0.001270268,0.0009716359,0.0002685219,0.0002615804,0.000479311],"domain_scores_gemma":[0.9974417,0.0002131828,0.00109918,0.0003889528,0.0007284717,0.0001285203],"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":[0.004371626,0.0005185876,0.0007316791,0.0001220414,0.0004436336,0.00003518803,0.0008906975,0.0005017627,0.9824895,0.0001612942,0.008165318,0.001568633],"study_design_scores_gemma":[0.005803108,0.00389764,0.003618049,0.001598425,0.0003055492,0.0002577196,0.0008355899,0.0001040248,0.9657974,0.0007723322,0.01651285,0.0004972993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928902,0.003339414,0.0008657633,0.0006171889,0.0008759594,0.0009137001,0.00006662663,0.00005763998,0.0003734432],"genre_scores_gemma":[0.9980991,0.00008362391,0.0001121746,0.001175239,0.0001490054,0.00005048192,0.00003222543,0.00005059004,0.0002475353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01669212,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419996352977149,"score_gpt":0.2309166743365939,"score_spread":0.2067167108068224,"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."}}