{"id":"W4285220274","doi":"10.1007/978-3-030-95220-4_12","title":"The Broken Internet and Platform Regulation: Promises and Perils","year":2022,"lang":"en","type":"book-chapter","venue":"Palgrave global media policy and business","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"The Internet; Political science; Democracy; Advertising; Incentive; Business; Engineering; Law; Market economy; Economics; Computer science; World Wide Web; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002772369,0.0002817637,0.0002217794,0.001118814,0.00311474,0.01320891,0.001085278,0.003799121,0.007939407],"category_scores_gemma":[0.004164692,0.000280998,0.0002819593,0.001082718,0.01718966,0.011495,0.004188483,0.006558888,0.001749941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004810184,"about_ca_system_score_gemma":0.004909537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004042984,"about_ca_topic_score_gemma":0.004155804,"domain_scores_codex":[0.997471,0.001038873,0.00004847553,0.000242257,0.00091418,0.0002852896],"domain_scores_gemma":[0.9976229,0.001419837,0.0001496515,0.0003370999,0.0002911962,0.0001793417],"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":[0.000001867336,0.000004161069,0.00002576687,0.000009766747,3.147322e-7,0.00001385046,0.000498159,0.00008904576,0.0000295371,0.9889952,0.005312974,0.005019488],"study_design_scores_gemma":[0.000005003076,0.00001219304,0.0002623172,0.0003651987,0.000002613839,0.0000469119,0.001752602,0.0008993874,0.0002506648,0.616936,0.3794532,0.00001381448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0163987,0.02660169,0.01205312,0.102045,0.002231785,0.00002948356,0.00006384199,0.0001493497,0.840427],"genre_scores_gemma":[0.6172724,0.02506786,0.004812625,0.02070761,0.002349652,0.0001845369,0.0001073577,0.0002735473,0.3292243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01320891,"threshold_uncertainty_score":0.03490049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129577290377259,"score_gpt":0.2094340558397066,"score_spread":0.188138282935934,"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."}}