{"id":"W1734398399","doi":"10.19030/rbis.v4i1.5389","title":"Budget-Related Behavior: Resolving A Portion Of The Performance Puzzle In The Management Accounting System","year":2000,"lang":"en","type":"article","venue":"Review of Business Information Systems (RBIS)","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Task (project management); Contingency; Work (physics); Set (abstract data type); Identification (biology); Computer science; Component (thermodynamics); Linkage (software); Contingency management; Operations research; Accounting; Process management; Business; Engineering; Systems engineering; Psychology","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":[0.002491361,0.0002301346,0.0004395104,0.0003256404,0.0002637085,0.0002075586,0.0007488275,0.00007340954,0.00009783864],"category_scores_gemma":[0.00007689132,0.0001483404,0.0001082915,0.00305104,0.00005233928,0.003000863,0.000164128,0.0001428701,0.000196675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009096134,"about_ca_system_score_gemma":0.00002521113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003088793,"about_ca_topic_score_gemma":0.000005330272,"domain_scores_codex":[0.9967349,0.00004907721,0.001829282,0.0001649111,0.0009751057,0.0002467637],"domain_scores_gemma":[0.9969974,0.00002731251,0.001691715,0.0005920879,0.0006852327,0.000006251378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00006208862,0.000417385,0.2126376,0.5189478,0.0002446867,0.00001054786,0.0008666539,0.02272881,0.0000252308,0.1094954,0.009901544,0.1246623],"study_design_scores_gemma":[0.001130354,0.000008096298,0.6289681,0.06331385,0.0006210623,0.00003820723,0.00280226,0.01826586,0.00001193039,0.00001450007,0.2842455,0.0005802391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7988982,0.01072721,0.0004715975,0.001579873,0.002261696,0.008124457,0.00001782526,0.000317228,0.1776019],"genre_scores_gemma":[0.9966466,0.002160804,0.00002854398,0.0006565683,0.0001419825,0.0001559011,0.00007742889,0.00001840829,0.0001137213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4556339,"threshold_uncertainty_score":0.6049146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006040770532319198,"score_gpt":0.1940715275161764,"score_spread":0.1880307569838572,"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."}}