{"id":"W2355873604","doi":"","title":"Research and Design on Video Teaching System Based on P2P Streaming Media","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Multimedia; Plan (archaeology); Video streaming; Peer-to-peer; Computer network","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005099324,0.0002672949,0.0003369416,0.0004086861,0.0005064051,0.0007880669,0.0007225574,0.0005614277,0.003253278],"category_scores_gemma":[0.0006916213,0.0002040544,0.0003197582,0.0003539258,0.0002559215,0.001436745,0.0002115985,0.0003355814,0.0008115229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004815079,"about_ca_system_score_gemma":0.0007869907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440162,"about_ca_topic_score_gemma":0.001173836,"domain_scores_codex":[0.9995741,0.0000862665,0.00001626362,0.00009509536,0.0001788902,0.00004944966],"domain_scores_gemma":[0.9997454,0.00005749382,0.00001130087,0.00002203718,0.0001297236,0.00003405642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005206377,0.0005102312,0.005974355,0.00130359,0.0000970132,0.0007128445,0.001904486,0.02715874,0.3361663,0.07156818,0.008219263,0.5458644],"study_design_scores_gemma":[0.0003392305,0.002791537,0.01093268,0.0002352465,0.0003778014,0.001916328,0.001249675,0.4742732,0.3383546,0.01211217,0.157294,0.0001235159],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1320155,0.002053502,0.8225431,0.0007792773,0.0002783391,0.0005642246,0.0001181996,0.001765648,0.03988225],"genre_scores_gemma":[0.7055299,0.003723746,0.2503844,0.0002632597,0.000231476,0.0005817164,0.0004244771,0.0001597365,0.03870131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003253278,"threshold_uncertainty_score":0.01088333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070558704892181,"score_gpt":0.3717243241707819,"score_spread":0.2646684536815638,"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."}}