{"id":"W2110583881","doi":"","title":"CHOOSING THE RIGHT B2B INFORMATION SYSTEM: MANAGING A PORTFOLIO OF CHOICES","year":2007,"lang":"en","type":"article","venue":"","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Context (archaeology); Corporate governance; Set (abstract data type); Portfolio; Transaction cost; Computer science; Business; Scope (computer science); Database transaction; Key (lock); Information system; Mode (computer interface); Knowledge management; Process management; Marketing; Computer security; Engineering; Human–computer interaction; Database; Finance","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":[0.000474151,0.00007714585,0.0001062615,0.0001666834,0.0001046999,0.0006112497,0.0001516242,0.0000252493,0.00008193577],"category_scores_gemma":[0.00001174816,0.00004840671,0.00004708329,0.0001835451,0.00002004082,0.009093062,0.00007500087,0.00004034723,0.0002231138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002003913,"about_ca_system_score_gemma":0.00000432671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004545721,"about_ca_topic_score_gemma":0.00008404168,"domain_scores_codex":[0.9993507,1.643525e-7,0.0003309967,0.00005955122,0.00009202078,0.0001665467],"domain_scores_gemma":[0.9995372,0.00001630573,0.0002617221,0.0001281138,0.0000507196,0.000005898908],"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":[0.00002523659,0.000015387,0.006934841,0.0004865044,0.00003703033,0.000002230705,0.00005700207,0.0002635011,0.00001493826,0.9609755,0.002162794,0.02902507],"study_design_scores_gemma":[0.002228056,0.00002709298,0.1222543,0.0006405976,0.0002365947,0.00003378038,0.03240833,0.1215376,0.001074717,0.03415474,0.6840426,0.001361522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4020308,0.000006179124,0.001485759,0.00003995529,0.0001803905,0.00008344427,2.581596e-7,0.0000520096,0.5961212],"genre_scores_gemma":[0.9986451,0.000001006487,0.00007610898,0.0007491569,0.0002639383,0.000001379065,0.00001141035,0.000005372334,0.0002464751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9268207,"threshold_uncertainty_score":0.659225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007452620938714527,"score_gpt":0.1816253633618994,"score_spread":0.1741727424231849,"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."}}