{"id":"W4403514066","doi":"10.37193/cjm.2024.03.06","title":"A population model with pseudo exponential survival","year":2024,"lang":"en","type":"article","venue":"Carpathian Journal of Mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Exponential function; Statistics; Population; Mathematics; Population model; Applied mathematics; Demography; Mathematical analysis; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119818,0.0001403318,0.0005994241,0.0001155879,0.00004404602,0.00001825707,0.00008199472,0.0001518023,0.0002129568],"category_scores_gemma":[0.0003639595,0.00008111034,0.0001997953,0.0001005701,0.000128892,0.00009839974,0.00001813668,0.0004139856,0.00002941822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003250176,"about_ca_system_score_gemma":0.0001021407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.504934e-7,"about_ca_topic_score_gemma":5.421259e-7,"domain_scores_codex":[0.9987738,0.00005315732,0.0006156035,0.0001165326,0.0002429798,0.0001979146],"domain_scores_gemma":[0.9990415,0.0003453367,0.0001443561,0.0001506458,0.0001292965,0.0001888944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001835166,0.0003180265,0.0003379811,0.001219666,0.0003025323,0.0004878051,0.001287713,0.0008835383,0.0003352958,0.9934791,0.0004106288,0.0007542305],"study_design_scores_gemma":[0.0006963065,0.0006547812,0.0001262042,0.001227895,0.0006085019,0.003160509,0.0002687427,0.598853,0.0001378595,0.3940723,0.00005406833,0.0001398443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4975066,0.0002192697,0.4975751,0.001407202,0.0002101835,0.0001033572,0.000002789844,0.00003168252,0.00294382],"genre_scores_gemma":[0.9563444,0.00002940566,0.04285647,0.0001351935,0.0002001932,0.000004391053,0.000002467666,0.00002261183,0.0004048803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5994067,"threshold_uncertainty_score":0.3307584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474931550887131,"score_gpt":0.2988220656863396,"score_spread":0.2640727501774683,"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."}}