{"id":"W4390271010","doi":"10.5539/nct.v8n2p35","title":"Future Hybrid Technology for Pay TV Platform","year":2023,"lang":"en","type":"article","venue":"Network and Communication Technologies","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Broadcasting (networking); The Internet; Computer science; Telecommunications; Multimedia; Computer network; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007615485,0.0001363184,0.0002148197,0.0003552631,0.001593288,0.00005851295,0.001593074,0.0004835299,0.00001860469],"category_scores_gemma":[0.0004719251,0.0001168034,0.00004248922,0.001377348,0.001247793,0.0001374501,0.0007221009,0.0004626079,0.00004241042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004452251,"about_ca_system_score_gemma":0.00006145566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005206181,"about_ca_topic_score_gemma":0.0005008287,"domain_scores_codex":[0.9988549,0.00006631713,0.0002548925,0.0002304229,0.0001288138,0.0004646585],"domain_scores_gemma":[0.9978993,0.0004729298,0.0001520642,0.001307296,0.0001347463,0.00003369177],"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":[0.000006103881,0.00001293664,0.001055607,0.000005128568,0.00001390104,2.833466e-7,0.0003228188,0.000003377271,0.00001922517,0.5218878,0.02498371,0.4516891],"study_design_scores_gemma":[0.0002056716,0.00003115338,0.000328345,0.00001748926,0.000007574693,0.000001560868,0.01209376,0.0005234295,0.0001169136,0.2756634,0.7108819,0.0001287966],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08930854,0.02523037,0.003029604,0.7937815,0.000989404,0.003412663,0.00004112686,0.04274965,0.04145719],"genre_scores_gemma":[0.9184787,0.06549611,0.01393435,0.00015546,0.0001009198,0.0007008786,0.00007239598,0.00002056339,0.001040602],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8291702,"threshold_uncertainty_score":0.9997065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321641111630031,"score_gpt":0.3179821752179025,"score_spread":0.2858180640548994,"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."}}