{"id":"W6979224450","doi":"","title":"A model for cholera with infectiousness of deceased individuals and vaccination","year":2025,"lang":"en","type":"article","venue":"ArXiv.org","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vaccination; Basic reproduction number; Transmission (telecommunications); Stability (learning theory); Cholera; Infectivity; Epidemic model; Bistability","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001163075,0.0008766364,0.001322045,0.0006629539,0.0006632453,0.00155502,0.003018797,0.003563669,0.00870758],"category_scores_gemma":[0.004382824,0.0004602583,0.001269765,0.0008537535,0.001056097,0.001424402,0.001167601,0.001811839,0.001416945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864371,"about_ca_system_score_gemma":0.001107385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01633172,"about_ca_topic_score_gemma":0.008912361,"domain_scores_codex":[0.9993581,0.0002560111,0.00003343779,0.0001240671,0.00007758426,0.0001508124],"domain_scores_gemma":[0.9975738,0.001495035,0.0004235103,0.00008037652,0.0002022333,0.0002250555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002926076,0.0001480908,0.002879684,0.0002334801,0.00009835001,0.0009832287,0.0004878758,0.7844649,0.002304455,0.1941245,0.006153328,0.007829513],"study_design_scores_gemma":[0.0001000249,0.000126888,0.0007664152,0.00002786987,0.00004683626,0.000168081,0.0001251379,0.9571489,0.0001260718,0.03759754,0.003735194,0.00003102385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4055216,0.002967578,0.4812711,0.0137374,0.001200561,0.0004800024,0.007951369,0.0004319872,0.08643842],"genre_scores_gemma":[0.904724,0.001682611,0.02790681,0.0009929973,0.0003791879,0.0005889843,0.001496939,0.00006927318,0.06215909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01633172,"threshold_uncertainty_score":0.03247327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247326056053726,"score_gpt":0.2885445356061398,"score_spread":0.2560712750456026,"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."}}