{"id":"W2108517338","doi":"10.19173/irrodl.v2i1.28","title":"USQ: An e-University for an e-World","year":2001,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Distance education; Lifelong learning; The Internet; Institution; World economy; Competition (biology); Sociology; Public relations; Political science; Face (sociological concept); Knowledge economy; Management; Economic growth; Pedagogy; Economics; Social science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.008145487,0.00004843136,0.0001326496,0.0001123832,0.0004980917,0.0001309179,0.0009766237,0.00002566141,0.0002663038],"category_scores_gemma":[0.001623129,0.00003883316,0.00003030305,0.000544728,0.000204048,0.0005164908,0.0002194239,0.0003560516,0.000004237877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009047114,"about_ca_system_score_gemma":0.0003130805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002781011,"about_ca_topic_score_gemma":0.003680844,"domain_scores_codex":[0.9980285,0.0009794973,0.0001512509,0.0001701435,0.0004509095,0.0002197017],"domain_scores_gemma":[0.9987195,0.0006374267,0.00007734395,0.0001111399,0.0003621586,0.0000924174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005567907,0.0004585076,0.1360633,0.0005361135,0.00005445482,0.00003080027,0.001515553,0.0002152683,0.00007263381,0.3072936,0.005914787,0.5472882],"study_design_scores_gemma":[0.0003095243,0.00009490493,0.002690641,0.0009947781,0.000004567697,0.000001425885,0.01160855,0.0008208317,0.000003256671,0.001535617,0.9818811,0.00005476168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5949761,0.009355512,0.001742615,0.1152245,0.000292882,0.003762734,0.0001593646,0.00008178171,0.2744044],"genre_scores_gemma":[0.9573131,0.03480764,0.0008399867,0.0001664269,0.0002224404,0.00001481741,0.0002599459,0.000008161776,0.006367549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9759663,"threshold_uncertainty_score":0.4204076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726845619955165,"score_gpt":0.5111770038492992,"score_spread":0.3384924418537827,"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."}}