{"id":"W2151473433","doi":"10.19173/irrodl.v13i1.1010","title":"The implications of the local context in global virtual education","year":2012,"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":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); JavaScript; Computer science; Mathematics; Multimedia; Mathematics education; World Wide Web; Geography","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":[0.008058446,0.00004386715,0.0001067381,0.00002797272,0.0003861125,0.00006677241,0.001051905,0.00002858162,0.0000556512],"category_scores_gemma":[0.004004662,0.0000235916,0.00003478317,0.0006569218,0.000537222,0.0001869493,0.0003992289,0.0004074702,0.000004681645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001842897,"about_ca_system_score_gemma":0.0008687792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003652262,"about_ca_topic_score_gemma":0.001768015,"domain_scores_codex":[0.9976983,0.001231513,0.000278029,0.00008641326,0.0004924844,0.0002132599],"domain_scores_gemma":[0.9983211,0.001057188,0.0001412938,0.0001412635,0.0002949869,0.00004422627],"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":[0.0000165931,0.00007941007,0.2339065,0.00004202213,0.000007546375,5.428492e-8,0.0003452611,0.0000195644,0.000004515755,0.3330162,0.00122991,0.4313324],"study_design_scores_gemma":[0.0002012285,0.00002377879,0.1758674,0.002237351,0.000005185854,0.000002183554,0.04293435,0.00008880108,0.00001083379,0.003986297,0.7745929,0.00004967465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4641628,0.08726437,0.0004120029,0.3128979,0.0006597026,0.002698444,0.00009144899,0.00001373404,0.1317996],"genre_scores_gemma":[0.986892,0.0124719,0.00001617103,0.0001168027,0.00006708959,0.00004285723,0.00001665587,0.000002103648,0.0003743669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7733631,"threshold_uncertainty_score":0.5521151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07143086113289311,"score_gpt":0.4925544271009204,"score_spread":0.4211235659680273,"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."}}