{"id":"W2063205711","doi":"10.1057/jittc.2012.10","title":"Building Innovation into the Outsourcing Relationship: A Case Study","year":2012,"lang":"en","type":"article","venue":"Journal of Information Technology Teaching Cases","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Outsourcing; Business; Negotiation; Knowledge process outsourcing; Service (business); Service provider; Quality (philosophy); Marketing; Business administration; Industrial organization; Sociology","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":[0.004063806,0.0001448053,0.0001823965,0.002368025,0.0009091278,0.0003060548,0.0002800846,0.00008762211,0.00001063926],"category_scores_gemma":[0.003342373,0.0001010328,0.000059275,0.001157428,0.0000497397,0.004970703,0.0001901096,0.0007467713,0.00003188386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009675114,"about_ca_system_score_gemma":0.00001677559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002969891,"about_ca_topic_score_gemma":0.00001600828,"domain_scores_codex":[0.9984658,0.00004159535,0.0008945685,0.00005915555,0.0003076894,0.0002312163],"domain_scores_gemma":[0.9979641,0.0002085242,0.001273424,0.0002315189,0.0003125566,0.000009916702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002992997,0.0002478832,0.7380345,0.00009650186,0.0001157615,0.0002528059,0.0137485,0.002882362,0.00003492745,0.1399655,0.003345261,0.1012461],"study_design_scores_gemma":[0.003214623,0.0003249201,0.02784416,0.000348638,0.0007207484,0.0153492,0.6862172,0.01239778,0.00008268368,0.01437561,0.238211,0.0009133958],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9246549,0.00005945385,0.07009678,0.003646613,0.0004990015,0.0002340265,1.88434e-7,0.00013673,0.000672281],"genre_scores_gemma":[0.9950832,7.12184e-7,0.003454571,0.0008184936,0.0006010339,0.000009837859,0.000002122809,0.00001064845,0.00001934464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7101904,"threshold_uncertainty_score":0.6992368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918382183198175,"score_gpt":0.2766473146200158,"score_spread":0.2574634927880341,"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."}}