{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001077122,0.0000877547,0.000112899,0.0002920616,0.001906179,0.00004985067,0.0005445682,0.0001226602,0.00001158189],"category_scores_gemma":[0.00001737812,0.00008828072,0.00002273932,0.0003181713,0.0004226954,0.00004325539,0.00008769127,0.0004405321,0.0001440826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001534704,"about_ca_system_score_gemma":0.0001069786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003190774,"about_ca_topic_score_gemma":0.0000712189,"domain_scores_codex":[0.9985413,0.0004703277,0.000164263,0.0002915396,0.0002694578,0.0002631282],"domain_scores_gemma":[0.9974323,0.00184307,0.00005045199,0.0004675369,0.0000993816,0.0001072605],"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":[0.00002701786,0.0007203703,0.0009924868,0.00003172467,0.00002201111,0.000006902023,0.01510311,0.0002138873,0.002101248,0.5114368,0.01163265,0.4577118],"study_design_scores_gemma":[0.0008046586,0.0001390511,0.003100057,0.000136207,0.000007938897,0.000009746551,0.003571292,0.01752534,0.001733424,0.001597463,0.9710308,0.0003439772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03298775,0.0001742668,0.8835921,0.01262637,0.00005836804,0.003252042,0.00001594099,0.001257209,0.06603599],"genre_scores_gemma":[0.8682613,0.00003332527,0.1307927,0.0001997007,0.0001315001,0.0004385527,0.00001023869,0.00001187165,0.0001207726],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9593982,"threshold_uncertainty_score":0.9993932,"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."}}