{"id":"W2062685898","doi":"10.5210/fm.v10i5.1238","title":"MusicGrid: A case study in broadband video collaboration","year":2005,"lang":"en","type":"article","venue":"First Monday","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Broadband; The Internet; Scale (ratio); Internet access; Internet video; Telecommunications; Computer science; Business; World Wide Web; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003298612,0.0005772559,0.0003883716,0.001237766,0.01420739,0.003684575,0.002069851,0.005196741,0.004218297],"category_scores_gemma":[0.008752001,0.0003444831,0.0003982313,0.00223784,0.003389837,0.002937713,0.004262373,0.001905273,0.0007126291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003540171,"about_ca_system_score_gemma":0.002664712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01921917,"about_ca_topic_score_gemma":0.04813468,"domain_scores_codex":[0.9944758,0.003907129,0.0001276355,0.0003139993,0.0005275201,0.0006479173],"domain_scores_gemma":[0.9949073,0.002740928,0.000386764,0.0002453626,0.0003159759,0.001403672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006488231,0.003287914,0.03528329,0.0008933076,0.00007347198,0.1591315,0.6180811,0.003701763,0.006272096,0.0580291,0.02117425,0.0934234],"study_design_scores_gemma":[0.0001518951,0.0009995444,0.01221442,0.0003796311,0.00004695306,0.03111368,0.7919527,0.004071199,0.003935805,0.007647693,0.1473928,0.00009363057],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433982,0.000656661,0.008770167,0.005203955,0.00009236682,0.0003704794,0.0001797457,0.0001018111,0.04122657],"genre_scores_gemma":[0.9744638,0.0008362757,0.009968377,0.0007090181,0.00005928615,0.0001914965,0.000111884,0.00005735693,0.01360255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01921917,"threshold_uncertainty_score":0.03821456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03048453555158593,"score_gpt":0.3487891212788601,"score_spread":0.3183045857272742,"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."}}