{"id":"W4236324467","doi":"10.1080/17517571003770468","title":"Guest Editor's foreword","year":2010,"lang":"en","type":"article","venue":"Enterprise Information Systems","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005932639,0.00009735348,0.0002676401,0.00007133844,0.00007094089,0.00002236594,0.00007348893,0.0002226177,0.0003532455],"category_scores_gemma":[0.0005124054,0.00006713001,0.00007690133,0.0000538423,0.0001125618,0.0003119094,0.00002857,0.0003312208,0.001881722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001066499,"about_ca_system_score_gemma":0.00002448269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007851964,"about_ca_topic_score_gemma":9.216204e-7,"domain_scores_codex":[0.9990862,0.00002752774,0.000490388,0.00007484102,0.0001269902,0.0001940383],"domain_scores_gemma":[0.9992358,0.0001707206,0.0001095956,0.0002245338,0.00009440577,0.0001649504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001802455,0.0001166865,0.007479279,0.0003779084,0.00007312142,0.000004994004,0.0006638594,0.00001411499,0.0001184134,0.9063293,0.083808,0.0008340827],"study_design_scores_gemma":[0.001506246,0.0002525265,0.002350985,0.0001690502,0.00006576762,0.000384517,0.0002926553,0.05087503,0.0001793811,0.005891788,0.9377826,0.0002493924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.282992,0.00004422151,0.1805923,0.00336239,0.04772111,0.001447187,0.00002786106,0.0004976639,0.4833153],"genre_scores_gemma":[0.9952071,0.000003733947,0.0002899829,0.0009112135,0.003036856,0.00005764755,0.00003728784,0.000004553257,0.0004516061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9004375,"threshold_uncertainty_score":0.9988954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009218226475842205,"score_gpt":0.2649042571174454,"score_spread":0.2556860306416032,"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."}}