{"id":"W4387048745","doi":"10.2139/ssrn.4583753","title":"Platform Competition and Information Sharing","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Competition (biology); Business; Computer science; Data science","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":[0.000590735,0.00007079286,0.00007275164,0.0002298012,0.00018368,0.000969181,0.00009474809,0.00002909506,0.00001888521],"category_scores_gemma":[0.00002028821,0.00006433258,0.00003040094,0.000169991,0.00001151317,0.01634399,0.00007936607,0.0003127807,0.0006804012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110652,"about_ca_system_score_gemma":0.00005198056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004432803,"about_ca_topic_score_gemma":0.000171493,"domain_scores_codex":[0.9989461,1.265171e-7,0.0001716317,0.00006140782,0.00007441868,0.0007462819],"domain_scores_gemma":[0.9997927,0.000005901333,0.0001138912,0.00004812622,0.00003074423,0.000008644778],"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":[0.00001053808,0.000003137218,0.001617258,0.00001351881,0.00001449788,4.451818e-7,0.00001424558,0.00008453465,0.000004377136,0.9694589,0.000102339,0.02867622],"study_design_scores_gemma":[0.0003965899,0.00001452011,0.003390219,0.00001500758,0.000009119922,0.00004499298,0.002321023,0.007226537,0.00000171032,0.9657466,0.02070791,0.0001257275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752333,0.00002720266,0.0003545046,0.0002320535,0.0001589255,0.0000478513,4.36625e-7,0.00007993373,0.02386582],"genre_scores_gemma":[0.9986253,0.0003645244,0.000003961263,0.0003771727,0.0003915797,0.000001567224,0.00004135715,0.00000755691,0.0001870105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02855049,"threshold_uncertainty_score":0.9974139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047750610395599,"score_gpt":0.1879744589439809,"score_spread":0.1774969528400249,"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."}}