{"id":"W4414796309","doi":"10.24908/lhps.v4i1.18761","title":"Plagues and Paychecks","year":2025,"lang":"en","type":"article","venue":"Living Histories A Past Studies Journal","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Transformative learning; Wage labour; Inequality; Work (physics); Psychological resilience; Resilience (materials science); Precarity; Feudalism; Division of labour","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":[],"consensus_categories":[],"category_scores_codex":[0.0003666246,0.0001710634,0.0002345112,0.0001101119,0.0005843215,0.00007788267,0.0001810731,0.00009257293,0.00001333202],"category_scores_gemma":[0.0006574955,0.0001529191,0.00006939377,0.0001240016,0.0002807594,0.000009486585,0.0003659004,0.000253514,0.000002492609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183885,"about_ca_system_score_gemma":0.00008920793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006495975,"about_ca_topic_score_gemma":0.00004879855,"domain_scores_codex":[0.9989148,0.00009304038,0.0002441704,0.0002632369,0.0001570598,0.0003276631],"domain_scores_gemma":[0.9993327,0.00009923738,0.00009134351,0.0001982261,0.0001908268,0.00008772715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003481767,0.0001621181,0.4953423,0.0002906689,0.001517686,0.00007059206,0.006726393,0.00001346187,0.2512193,0.0003209187,0.2370102,0.006978222],"study_design_scores_gemma":[0.0008223503,0.0006787628,0.09764455,0.0003777534,0.00010771,0.0004188398,0.006401971,0.00001066299,0.007046308,0.0001922387,0.8857515,0.0005473864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633217,0.03042193,0.0004516141,0.001054746,0.001346326,0.0001002089,0.000006949021,0.00001835366,0.003278174],"genre_scores_gemma":[0.9864278,0.00343461,0.0007492441,0.0002416777,0.0006428119,0.00001140996,0.000003804862,0.00001650518,0.008472105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6487412,"threshold_uncertainty_score":0.6235862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394222497706129,"score_gpt":0.3187950607249133,"score_spread":0.304852835747852,"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."}}