{"id":"W7053414458","doi":"","title":"Why outbreaks of E. coli spark so severely","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SPARK (programming language); Conversation; Theme (computing); Event (particle physics); Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001633,0.0006090927,0.0003116754,0.0008453461,0.002995304,0.005039591,0.000812523,0.007710193,0.07783742],"category_scores_gemma":[0.009235556,0.0003674921,0.0004910649,0.0006735714,0.001243128,0.003337837,0.002474437,0.003789813,0.05895976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657428,"about_ca_system_score_gemma":0.001973362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268362,"about_ca_topic_score_gemma":0.01819242,"domain_scores_codex":[0.9978993,0.0004489803,0.0001166268,0.0001995866,0.0008563732,0.0004791739],"domain_scores_gemma":[0.9950336,0.0009799998,0.0004311602,0.0003386986,0.00179481,0.001421708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002401658,0.00002314026,0.001090829,0.00009863441,0.000004597181,0.0005211271,0.0003414463,0.00001319458,0.0007268882,0.001171166,0.9724556,0.02352942],"study_design_scores_gemma":[0.000007414786,0.00002227865,0.002192628,0.0001342869,0.000006123271,0.0008887536,0.001746261,0.00002626098,0.0006941909,0.001444209,0.9928201,0.00001741492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006709727,0.0132448,0.001240371,0.5168096,0.02388968,0.0001031239,0.001192,0.002306319,0.4345044],"genre_scores_gemma":[0.07391434,0.02328928,0.002286785,0.4541743,0.01144661,0.0001019166,0.001721062,0.001890954,0.4311747],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07783742,"threshold_uncertainty_score":0.2603921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007004113459546389,"score_gpt":0.2017556894159739,"score_spread":0.1947515759564275,"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."}}