{"id":"W4206494058","doi":"10.2139/ssrn.3991378","title":"Platform Scope and Value Creation in Digital Platforms","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Scope (computer science); Value creation; Value (mathematics); Computer science; Business; Knowledge management; Programming language","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004464845,0.0001359627,0.0001674676,0.0001679866,0.0001242996,0.001474194,0.0001091702,0.00006101535,0.00003200643],"category_scores_gemma":[0.00007839977,0.000119685,0.00005789725,0.0002046415,0.00002567592,0.01004501,0.00009464675,0.0005677262,0.0001000348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708737,"about_ca_system_score_gemma":0.0003322237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006320968,"about_ca_topic_score_gemma":0.001143902,"domain_scores_codex":[0.9983478,1.482987e-7,0.0002863906,0.0001746754,0.0001138726,0.001077166],"domain_scores_gemma":[0.9996928,0.00001607574,0.0001322073,0.00008676825,0.0000549317,0.00001721838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003876844,0.00004880739,0.01223473,0.00001596465,0.00003385199,0.00001489608,0.00001737912,0.0001224774,0.0000176192,0.9268602,0.00004800198,0.06054735],"study_design_scores_gemma":[0.0008069667,0.00002226538,0.002119869,0.00003618736,0.00001086712,0.0002211469,0.001969185,0.001026314,0.00001753302,0.9910962,0.00247986,0.0001936145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601448,0.000649967,0.0002694202,0.0001054862,0.0001317738,0.00005887283,8.487703e-7,0.0000211554,0.03861774],"genre_scores_gemma":[0.9977608,0.0006895704,0.00001519636,0.0002969646,0.000442609,0.000001709855,0.00003245155,0.00001964852,0.0007410364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06423603,"threshold_uncertainty_score":0.9995624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008090389329561572,"score_gpt":0.1961634375391408,"score_spread":0.1880730482095793,"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."}}