{"id":"W1909436175","doi":"10.2139/ssrn.1082881","title":"Relationship Between Contextual Variables and Management Control Systems: Experience with Indonesian Hospitality Industry","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Indonesian; Hospitality industry; Control (management); Hospitality management studies; Business; Management control system; Hospitality; Marketing; Tourism; Management; Geography; Economics","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":[0.001010675,0.0002238194,0.0002416532,0.0002341662,0.000838367,0.0003174391,0.0002630349,0.0001244825,0.00001122447],"category_scores_gemma":[0.00008062537,0.0001868194,0.00003214664,0.0004739719,0.0001260837,0.001150889,0.00008716784,0.001052581,0.00002537003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403802,"about_ca_system_score_gemma":0.0001571009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002488495,"about_ca_topic_score_gemma":0.00004545487,"domain_scores_codex":[0.9977832,0.00003003575,0.0003669239,0.000294069,0.0004554936,0.001070323],"domain_scores_gemma":[0.9992058,0.00006838344,0.0003504441,0.0001733537,0.0001733395,0.0000287017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002228106,0.00002309239,0.684586,0.00003770329,0.00008903214,0.00001256143,0.00003588212,0.0001120696,3.44291e-7,0.3148088,0.0001039844,0.0001681371],"study_design_scores_gemma":[0.001898142,0.00004833277,0.9742298,0.00007557209,0.0001851455,0.0001553958,0.006439189,0.000181689,4.425728e-7,0.01426664,0.002166759,0.0003528636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701771,0.0004535025,0.02501404,0.0007931064,0.0001260002,0.0003670283,0.000001675248,0.00009558923,0.002971987],"genre_scores_gemma":[0.9978138,0.00009038347,0.00004669532,0.0003521551,0.0009711533,0.00002228271,0.00001100224,0.0000335393,0.0006590204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3005422,"threshold_uncertainty_score":0.7618273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134607265068188,"score_gpt":0.2081121744906025,"score_spread":0.1946514479837837,"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."}}