{"id":"W2034386682","doi":"10.1177/1548512913509317","title":"Limitations on the “better information system” solution to the problem of lapsed government operating funds","year":2013,"lang":"en","type":"article","venue":"The Journal of Defense Modeling and Simulation Applications Methodology Technology","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; Royal Ottawa Mental Health Centre","funders":"","keywords":"Government (linguistics); Process (computing); Point (geometry); Computer science; Operations research; Information system; Environmental economics; Economics; Public economics; Business; Actuarial science; Risk analysis (engineering); Engineering; Mathematics","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":[0.002717427,0.0001093517,0.0001702006,0.0002576891,0.0004795176,0.00007237502,0.0003318414,0.00008111472,0.00001247558],"category_scores_gemma":[0.0003113488,0.00005755011,0.0000479823,0.0004770638,0.00008676186,0.0003139655,0.0001241742,0.0002260497,0.00003939842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000049166,"about_ca_system_score_gemma":0.00001087597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003533239,"about_ca_topic_score_gemma":0.000006046413,"domain_scores_codex":[0.9987634,0.0001578574,0.0006122443,0.00008732211,0.0002393477,0.0001397596],"domain_scores_gemma":[0.99798,0.0007022192,0.0005694091,0.0003015144,0.0004373189,0.000009518466],"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":[0.00002897311,0.00002340634,0.0001751183,0.00003611398,0.0000508463,4.819952e-8,0.0004829774,0.8416112,0.0006105967,0.1280555,0.0006900459,0.02823514],"study_design_scores_gemma":[0.0002567997,0.00004611811,0.0001615181,0.00003818702,0.0001019025,0.000005825284,0.006791561,0.9694254,0.0000694453,0.009789078,0.01323675,0.00007738949],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1662549,0.00004025236,0.7957808,0.03584631,0.00007299881,0.0008587823,0.000001166843,0.00003575067,0.001109093],"genre_scores_gemma":[0.9818274,0.00001037705,0.01523613,0.002578685,0.0001581207,0.0001588948,0.000002273832,0.000008265429,0.0000198698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8155725,"threshold_uncertainty_score":0.368811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135709405897704,"score_gpt":0.2747464001455481,"score_spread":0.1611754595557776,"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."}}