{"id":"W4246065209","doi":"10.1046/j.1462-2920.2002.gtfb00257.x","title":"Diversity squared","year":2002,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biology; Diversity (politics); Evolutionary biology; Computational biology; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00204809,0.0008301712,0.001227534,0.002456976,0.0009683496,0.002261209,0.001524542,0.0008272341,0.1083532],"category_scores_gemma":[0.01358815,0.0003535688,0.0008995938,0.00301229,0.001121128,0.002313235,0.001973086,0.002306591,0.04185083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037638,"about_ca_system_score_gemma":0.000855493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946324,"about_ca_topic_score_gemma":0.001690253,"domain_scores_codex":[0.9966762,0.0006810713,0.0001170679,0.001290794,0.0007182743,0.0005166534],"domain_scores_gemma":[0.9945621,0.002280958,0.0003000025,0.001473206,0.0010642,0.0003195999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005284887,0.0001899381,0.03129418,0.0007498441,0.0008156023,0.000439602,0.0005513855,0.03636792,0.01132141,0.3368535,0.1320698,0.4488184],"study_design_scores_gemma":[0.00007803069,0.0003225424,0.08950588,0.0002302588,0.0002158427,0.003151631,0.001171466,0.08362988,0.008637832,0.3450383,0.4678551,0.0001632014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1251793,0.003174965,0.2995967,0.002967225,0.002126682,0.0004684239,0.04155154,0.003698841,0.5212363],"genre_scores_gemma":[0.556623,0.001346176,0.04477838,0.000977358,0.000937895,0.0006655671,0.02354769,0.001755993,0.3693679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1083532,"threshold_uncertainty_score":0.3624777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990039387126619,"score_gpt":0.1547212512590333,"score_spread":0.1348208573877671,"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."}}