{"id":"W4416345700","doi":"10.1007/978-3-031-95770-3_9","title":"Sovereign Consumers in a Pro-local Media Ecosystem: The Future of OTT Streaming in India","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Legal Systems and Institutions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Censorship; Sovereignty; Moderation; New media; Social media; Freedom of the press; Mode (computer interface); User-generated content; Production (economics)","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":[0.0004209763,0.00009894164,0.0001111097,0.0005462278,0.00461363,0.01007355,0.0005747358,0.001429063,0.01283765],"category_scores_gemma":[0.0009677536,0.0001556383,0.000127855,0.001750059,0.005521803,0.005016821,0.002825171,0.002799538,0.0007703699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005767162,"about_ca_system_score_gemma":0.005419189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09979218,"about_ca_topic_score_gemma":0.2240412,"domain_scores_codex":[0.9995565,0.00007487844,0.00001114702,0.00004320773,0.00009492017,0.0002193031],"domain_scores_gemma":[0.9993802,0.0002158111,0.00006213748,0.00005575128,0.000106313,0.0001797247],"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":[0.00005889483,0.00003661389,0.009082358,0.0000956221,0.000008338809,0.001016913,0.05700594,0.000373184,0.0004315721,0.866911,0.02792051,0.03705902],"study_design_scores_gemma":[0.00001710552,0.00005383311,0.03625038,0.0003031391,0.00004337124,0.0009907035,0.1719063,0.001267256,0.0007913713,0.08945003,0.6988389,0.00008777414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3355649,0.003371313,0.0008671858,0.03656067,0.0001621281,0.00002728907,0.0002304237,0.00008249212,0.6231336],"genre_scores_gemma":[0.9331206,0.001088858,0.0001859361,0.0009601814,0.00005186064,0.000007457552,0.0000442932,0.00002457621,0.0645161],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09979218,"threshold_uncertainty_score":0.1984227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023221578829219,"score_gpt":0.1981410634191608,"score_spread":0.1879088476308686,"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."}}