{"id":"W2387095830","doi":"","title":"Research on Competitive Factors among IT Outsourcing Providers","year":2015,"lang":"en","type":"article","venue":"International Business Research","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outsourcing; Business; Competitive advantage; Information technology; Control (management); Investment (military); Empirical research; Business administration; Marketing; Industrial organization; Knowledge process outsourcing; Knowledge management; Economics; Management; Computer science","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00551159,0.0002499656,0.0002399485,0.002762355,0.0005471854,0.001697248,0.001245298,0.0001173502,0.0005689402],"category_scores_gemma":[0.002925331,0.0002183495,0.00008069201,0.002344422,0.0004793073,0.00131415,0.001098122,0.0009677123,0.002308136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005200658,"about_ca_system_score_gemma":0.0001391058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006655327,"about_ca_topic_score_gemma":0.0005648079,"domain_scores_codex":[0.9938447,0.0001701062,0.0003749282,0.0006915127,0.004020671,0.0008980229],"domain_scores_gemma":[0.9934852,0.0006408,0.0001074071,0.0004560552,0.005233831,0.00007674516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006347755,0.0008842134,0.5118482,0.000295566,0.0002510051,0.0003461998,0.002032082,0.028058,0.0001120348,0.08229039,0.3706244,0.002623126],"study_design_scores_gemma":[0.001517711,0.00005581553,0.2581433,0.0005074985,0.0000123496,0.000001801509,0.04074155,0.01110637,0.0000870998,0.005728284,0.6815793,0.0005188978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3584983,0.00002206242,0.0008902028,0.04173531,0.001785893,0.0008487238,0.000008664284,0.0002230887,0.5959877],"genre_scores_gemma":[0.9867405,0.000006238567,0.00004620396,0.0006580651,0.002331246,0.00009523578,0.0001210771,0.0000610404,0.009940359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6282422,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1722154870409836,"score_gpt":0.387199239211571,"score_spread":0.2149837521705873,"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."}}