{"id":"W4416004934","doi":"10.5465/amproc.2025.22756abstract","title":"The Effectiveness of Revenue-Sharing in Platform Ecosystems","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Incentive; Variety (cybernetics); Revenue; Quality (philosophy); Ecosystem; Spillover effect","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":[0.001754545,0.0001288491,0.0002504717,0.000331491,0.00007619043,0.0002038547,0.0005466848,0.00006703039,0.000003465396],"category_scores_gemma":[0.00005681807,0.0001044575,0.00006856992,0.0005249865,0.00004836625,0.002460882,0.0004787713,0.0001240459,0.00001430712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004459158,"about_ca_system_score_gemma":0.000003033598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006987271,"about_ca_topic_score_gemma":0.00001114758,"domain_scores_codex":[0.9989375,4.806013e-7,0.0004714371,0.0002255932,0.0001255059,0.0002394681],"domain_scores_gemma":[0.9995248,0.00007105917,0.0002953926,0.00007054109,0.00003289617,0.000005281175],"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":[0.0001419548,0.00003342559,0.02745129,0.00369255,0.00007037597,3.067975e-7,0.000009976397,0.00003356372,0.0001000536,0.9585125,0.001265074,0.008688959],"study_design_scores_gemma":[0.002109244,0.00001793193,0.1678428,0.003388165,0.0001115816,6.040163e-7,0.001833104,0.004082837,0.001887265,0.7001014,0.1182268,0.0003982321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8083777,0.00007907642,0.000008557197,0.0001212134,0.0001077052,0.0004399219,7.912953e-7,0.00001937012,0.1908457],"genre_scores_gemma":[0.9990315,0.00006081766,0.00001900179,0.0001516023,0.0000569449,0.00004625229,0.00000195563,0.00001122389,0.0006207161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.258411,"threshold_uncertainty_score":0.4259655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151518579690561,"score_gpt":0.2296714725289107,"score_spread":0.2145196145598546,"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."}}