{"id":"W4252931753","doi":"10.2139/ssrn.1496336","title":"Platform Envelopment","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Data envelopment analysis; Computer science; Business; Mathematics; Statistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007749771,0.0001256705,0.0001153618,0.0001356786,0.0002094171,0.0007765071,0.000263769,0.00005809395,0.0002284671],"category_scores_gemma":[0.00003135501,0.0001045482,0.00008255329,0.00009511362,0.00002356213,0.004125714,0.00007166182,0.00123981,0.0009962247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368926,"about_ca_system_score_gemma":0.0003052324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006371192,"about_ca_topic_score_gemma":0.001994948,"domain_scores_codex":[0.9980599,1.439823e-7,0.0002213154,0.0001244428,0.0001155034,0.001478638],"domain_scores_gemma":[0.9996727,0.000007377428,0.0001506461,0.0001092517,0.00004313334,0.00001695668],"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":[0.00001535176,0.00002953705,0.001880037,0.000004152014,0.00003532362,0.000001829422,0.000007147663,0.000006880573,0.0001582598,0.9363863,0.0004103381,0.06106481],"study_design_scores_gemma":[0.0003914581,0.00001362431,0.0008240985,0.00000390587,0.00001130556,0.0001138889,0.0006834304,0.0001793355,0.00002318706,0.8820531,0.1155065,0.0001961713],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237671,0.00003708398,0.0002364959,0.0002608173,0.0007583706,0.00005487349,1.932824e-7,0.00004299115,0.07484203],"genre_scores_gemma":[0.9961454,0.00007128704,0.00004930142,0.0006631239,0.00171191,0.000002228162,0.000006613856,0.00002071316,0.001329424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1150961,"threshold_uncertainty_score":0.9997816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007476453308891858,"score_gpt":0.1812902792383886,"score_spread":0.1738138259294968,"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."}}