{"id":"W269956117","doi":"10.22215/timreview/870","title":"Implementation Prerequisites for Electronic Procurement of Services","year":2015,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Procurement; Purchasing; Information and Communications Technology; Process (computing); Purchasing process; Business; Process management; Computer science; Information technology; Knowledge management; Telecommunications; Engineering management; Marketing; World Wide Web; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00283404,0.0003535653,0.0003692572,0.001008906,0.0008943306,0.002090439,0.000744733,0.001260166,0.03922953],"category_scores_gemma":[0.0114788,0.0003525162,0.0005739598,0.0008531197,0.0006733422,0.002924216,0.001432736,0.0009994612,0.00491261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750877,"about_ca_system_score_gemma":0.004543232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002338973,"about_ca_topic_score_gemma":0.002539609,"domain_scores_codex":[0.9968888,0.0007139933,0.0004438429,0.0002697983,0.001131315,0.0005521381],"domain_scores_gemma":[0.9903666,0.003766227,0.001671183,0.0007795476,0.002953726,0.0004627338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00049937,0.00089309,0.02548696,0.003149674,0.00005945408,0.001584808,0.001051073,0.008729812,0.02799713,0.5744578,0.01027145,0.3458194],"study_design_scores_gemma":[0.0002599919,0.003431304,0.1980445,0.00305666,0.000247607,0.00483831,0.005707279,0.02133175,0.09915541,0.2047626,0.458989,0.0001755464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2998413,0.006443435,0.09482048,0.004953483,0.0003549457,0.001691395,0.001342987,0.0003299133,0.5902221],"genre_scores_gemma":[0.9308425,0.003810055,0.02872531,0.000357014,0.0001521801,0.001004323,0.001372682,0.00003412113,0.03370198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03922953,"threshold_uncertainty_score":0.1312359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04511368843097827,"score_gpt":0.3561435352308664,"score_spread":0.3110298467998882,"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."}}