{"id":"W2202522780","doi":"","title":"Global Research and Education Networks: Factors Influencing Network Deployment and Use","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Global network; The Internet; Telecommunications; Broadband; Internet access; Computer science; Business; Geography; Regional science; World Wide Web","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":[0.005445878,0.0002257659,0.0001830528,0.001928883,0.001664559,0.004470413,0.0007200646,0.0007037648,0.007592323],"category_scores_gemma":[0.0482842,0.0001802895,0.0001954444,0.003862055,0.001133209,0.00510759,0.003155567,0.000936116,0.001218482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131422,"about_ca_system_score_gemma":0.002220083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348127,"about_ca_topic_score_gemma":0.01787075,"domain_scores_codex":[0.9945346,0.002846268,0.0003013203,0.000519473,0.0009113606,0.0008869237],"domain_scores_gemma":[0.9479581,0.02742008,0.01051538,0.002159833,0.006091135,0.00585553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001056191,0.0001977905,0.8979884,0.000120601,0.00004521509,0.0003423325,0.01244449,0.002253305,0.0003418397,0.01436661,0.005775225,0.06601854],"study_design_scores_gemma":[0.00002613319,0.0001701665,0.8354588,0.0003576724,0.00008132787,0.0005823512,0.07663749,0.005688375,0.0007667919,0.006373893,0.07381646,0.00004060307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9145182,0.0009054704,0.004130122,0.006569175,0.00006674823,0.0001646596,0.0007408423,0.00008140627,0.07282339],"genre_scores_gemma":[0.9946292,0.0005702631,0.001107256,0.0002061291,0.00003294767,0.00004948296,0.0002689009,0.00003643165,0.003099395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01348127,"threshold_uncertainty_score":0.0288009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1696418537169512,"score_gpt":0.3971910811326495,"score_spread":0.2275492274156983,"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."}}