{"id":"W2124362915","doi":"10.1002/jcaf.20242","title":"Should you outsource accounting and finance?","year":2006,"lang":"en","type":"article","venue":"Journal of Corporate Accounting & Finance","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"HIV Legal Network","funders":"","keywords":"Pace; Accounting; Outsourcing; Business; Finance; Marketing; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001592457,0.0002952914,0.0002569795,0.0004016897,0.001860436,0.003621026,0.0004154821,0.001969875,0.07237276],"category_scores_gemma":[0.007601282,0.000228668,0.0002943464,0.0009271597,0.00155073,0.006491098,0.001371171,0.001978464,0.0268854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067583,"about_ca_system_score_gemma":0.00294112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004491483,"about_ca_topic_score_gemma":0.01440966,"domain_scores_codex":[0.9991787,0.0001758664,0.00003279676,0.0000667725,0.0002681305,0.0002777802],"domain_scores_gemma":[0.9973789,0.00026314,0.0003027599,0.0002025578,0.0006208859,0.001231748],"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":[0.0001141455,0.0001176368,0.01009084,0.0001479439,0.000009435276,0.0005430142,0.001346578,0.00006346685,0.0003126007,0.03132778,0.7341909,0.2217357],"study_design_scores_gemma":[0.00002847986,0.00005783174,0.009736542,0.0003889374,0.000008847371,0.001157131,0.005564049,0.0001202427,0.0002330577,0.01997787,0.9627038,0.00002326658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02446381,0.01524323,0.002420032,0.6958752,0.01614986,0.00005394075,0.0004829195,0.0002790315,0.245032],"genre_scores_gemma":[0.2768742,0.03723302,0.003010309,0.1418759,0.0157769,0.00007139846,0.0007792336,0.0003161015,0.5240629],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07237276,"threshold_uncertainty_score":0.242111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036650492099592,"score_gpt":0.20910846421475,"score_spread":0.1887419592937541,"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."}}