{"id":"W2950563318","doi":"10.5430/ijfr.v10n5p153","title":"A Study of Accounting Outsourcing Decision: The Case of Malaysian SMEs","year":2019,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outsourcing; Business; Exploratory research; Knowledge process outsourcing; Core competency; Competence (human resources); Qualitative research; Human resources; Accounting information system; Competitive advantage; Small and medium-sized enterprises; Marketing; Process (computing); Accounting; Knowledge management; Finance; Economics; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00459074,0.0001029256,0.0002663053,0.0009470713,0.0001194043,0.00019741,0.000997792,0.00004162333,0.0001746543],"category_scores_gemma":[0.001388942,0.00007143829,0.0001440001,0.0005673735,0.00006861347,0.0004908159,0.0005342904,0.0004179736,0.00003494902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000056004,"about_ca_system_score_gemma":0.00008532654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116984,"about_ca_topic_score_gemma":0.0002844328,"domain_scores_codex":[0.9973846,0.00004969775,0.0007258321,0.0001491024,0.001465167,0.0002255853],"domain_scores_gemma":[0.9964004,0.0004830962,0.0006281375,0.0002359458,0.002239478,0.00001292489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099939,0.001227729,0.7306504,0.0001788193,0.0003229882,0.003565017,0.003897206,0.0131027,0.000552211,0.01358465,0.004833434,0.2269849],"study_design_scores_gemma":[0.01031901,0.001165987,0.8483714,0.002145541,0.0002160149,0.0008812558,0.06086601,0.01824893,0.0004452467,0.01183552,0.04485086,0.0006541992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943058,0.00005213817,0.0004309863,0.001056347,0.0008777343,0.0002612039,0.000001367888,0.000004325877,0.00301013],"genre_scores_gemma":[0.998389,0.000006568177,0.000103032,0.0001002601,0.001202637,0.000003058837,5.720086e-7,0.00001360597,0.0001812336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2263307,"threshold_uncertainty_score":0.2913169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057001272714303,"score_gpt":0.3478212675994706,"score_spread":0.3072512548723275,"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."}}