{"id":"W4405464754","doi":"10.1145/3670865.3673594","title":"Platform Disintermediation: Information Effects and Pricing Remedies","year":2024,"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":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Disintermediation; Computer science; Business; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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":["scholarly_communication"],"category_scores_codex":[0.00008275004,0.00006771651,0.00006425902,0.0001382643,0.00004974326,0.001914051,0.00003615521,0.00002365031,0.00003555254],"category_scores_gemma":[0.00003788131,0.0000509993,0.00001973241,0.00009084644,0.00001502625,0.0186779,0.00006928694,0.00003799787,0.0005317002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001389873,"about_ca_system_score_gemma":0.000004067664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003220623,"about_ca_topic_score_gemma":0.00002154521,"domain_scores_codex":[0.999654,5.339393e-8,0.0001292266,0.0000674607,0.00005090962,0.00009837101],"domain_scores_gemma":[0.9998754,0.00003029058,0.00002845878,0.00004453498,0.00001547778,0.000005874663],"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":[0.00001010303,0.000006421417,0.002126367,0.001579551,0.00002751149,0.000003861111,0.0001896222,0.00001758826,0.00001915569,0.6728599,0.01057866,0.3125812],"study_design_scores_gemma":[0.000741633,0.0000357529,0.02715408,0.0005662493,0.00007160589,0.00001344884,0.002191671,0.2185081,0.0001774803,0.1955199,0.5543079,0.0007121278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8056819,0.00006263251,0.0009367032,0.0002052468,0.0006965455,0.00009984022,3.627287e-7,0.0001890446,0.1921277],"genre_scores_gemma":[0.9982899,0.00001265498,0.00005478444,0.0009611886,0.0004282118,0.000004644422,0.00003104824,0.000005328587,0.0002122469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5437292,"threshold_uncertainty_score":0.9991221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006363991241973605,"score_gpt":0.1766634006827438,"score_spread":0.1702994094407702,"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."}}