{"id":"W20417401","doi":"10.1016/j.fm.2009.12.012","title":"Hands of the Tyrants","year":2012,"lang":"en","type":"book","venue":"Food Microbiology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"History","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005752679,0.0001708996,0.0002378572,0.00001961518,0.00006725125,0.000004434157,0.0003856668,0.0003167052,0.009022668],"category_scores_gemma":[0.000005868965,0.0001155439,0.0001830907,0.0000388959,0.0003730792,0.00003805906,0.0004351883,0.0002777986,0.001294636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293731,"about_ca_system_score_gemma":0.00002907193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003445206,"about_ca_topic_score_gemma":0.0002766068,"domain_scores_codex":[0.999278,0.00003932721,0.0002190967,0.0001983194,0.00002476182,0.0002405054],"domain_scores_gemma":[0.9993622,0.00002558154,0.0002189653,0.0003544094,0.000006938243,0.00003186924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007942233,0.00003379492,0.00009075443,0.00001109871,0.00004759392,2.42154e-7,0.00008723485,7.372133e-7,0.8104346,0.00006102826,0.1882381,0.0009868972],"study_design_scores_gemma":[0.0001445661,0.0001113324,0.001883207,0.00003702869,0.00005308374,0.00008653633,0.000002159425,5.54472e-8,0.0271671,0.00009379592,0.9702865,0.0001345856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1032461,0.000769763,0.00001399866,0.0002365554,0.003686173,0.0006046584,0.001080178,0.00003744191,0.8903251],"genre_scores_gemma":[0.1924346,0.00002789972,0.00004684549,0.0002926918,0.0001431181,0.000005766282,0.00009858656,0.00002738543,0.8069231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7832675,"threshold_uncertainty_score":0.999483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008446929409545712,"score_gpt":0.1876936671453015,"score_spread":0.1792467377357558,"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."}}