{"id":"W3154575747","doi":"","title":"A belief network for prediction of extra cash withdrawals for Y2K","year":2000,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cash; Business; Computer science; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003988926,0.0002592702,0.0004615059,0.0000808862,0.0001632921,0.0001019166,0.0006580732,0.0002818621,0.000009784362],"category_scores_gemma":[0.00003396154,0.0002623516,0.0002279642,0.0002793809,0.00001377233,0.00009695332,0.00001874629,0.0001179919,0.000006406107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004056713,"about_ca_system_score_gemma":0.0002231489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006956925,"about_ca_topic_score_gemma":0.00006447648,"domain_scores_codex":[0.9983796,0.00004487489,0.0004501125,0.0004890696,0.0002488935,0.0003874227],"domain_scores_gemma":[0.9985058,0.0002242258,0.0004469515,0.0005010528,0.0002473884,0.00007461639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001502327,0.0005180293,0.0004219227,0.005573215,0.000807816,0.000009576899,0.03389713,0.06709817,0.0008224027,0.05750135,0.7509211,0.08092693],"study_design_scores_gemma":[0.003863496,0.001944493,0.005239432,0.003421361,0.0003354878,0.00003880235,0.0009469427,0.2686571,0.001159633,0.01149552,0.7013304,0.001567302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01673308,0.001776183,0.9643584,0.0001488264,0.004097813,0.002598938,0.0004471607,0.0003674003,0.009472184],"genre_scores_gemma":[0.7098054,0.0001451724,0.1189369,0.0001624119,0.004853901,0.00145621,0.01332597,0.0002049886,0.1511091],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8454216,"threshold_uncertainty_score":0.9999829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324492584524124,"score_gpt":0.3052046615456655,"score_spread":0.2819597357004243,"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."}}