{"id":"W6967573254","doi":"10.5281/zenodo.10926278","title":"PREreview of \"Global diversity and evolution ofSalmonellaPanama, an understudied serovar causing gastrointestinal and invasive disease worldwide: a genomic epidemiology study\"","year":2024,"lang":"en","type":"peer-review","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salmonella enterica; Serotype; Epidemiology; Salmonella; Global health; Population; Diversity (politics); Molecular epidemiology; Genomics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004187496,0.001167329,0.00171865,0.004454999,0.001840773,0.003971645,0.001964386,0.002140859,0.06678034],"category_scores_gemma":[0.01236881,0.0008955072,0.001472865,0.001916765,0.001415483,0.002659316,0.00226345,0.003689146,0.03612299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002089825,"about_ca_system_score_gemma":0.005006178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933663,"about_ca_topic_score_gemma":0.004152835,"domain_scores_codex":[0.9959396,0.0004561522,0.0003258383,0.0004715685,0.002541604,0.0002653279],"domain_scores_gemma":[0.9783909,0.0022429,0.00147541,0.001410918,0.01390895,0.002570849],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004860151,0.00002042119,0.0003669786,0.001252022,0.00005170166,0.0001768289,0.00007721067,0.00004358935,0.002817475,0.001022235,0.9615653,0.03255776],"study_design_scores_gemma":[0.00001142799,0.00004738952,0.001296943,0.0005366207,0.00005180456,0.0003516965,0.00008711223,0.00003429579,0.00102996,0.0005352551,0.9959942,0.00002331763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.005913375,0.2716489,0.00681098,0.1254133,0.5050796,0.0006602596,0.009984951,0.003233261,0.07125539],"genre_scores_gemma":[0.02511898,0.3619925,0.007026272,0.05460722,0.2400725,0.0004667711,0.01764007,0.002908751,0.2901669],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9958125,"threshold_uncertainty_score":0.2234025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121093257562855,"score_gpt":0.3017723951764003,"score_spread":0.1806791376135453,"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."}}