{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002152036,0.0002481151,0.0002681482,0.0007657621,0.008206273,0.01078249,0.0009398552,0.001009286,0.01605359],"category_scores_gemma":[0.005073139,0.0002312272,0.0002766802,0.0009426124,0.01462027,0.007832242,0.01497832,0.001561893,0.0007387671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003616448,"about_ca_system_score_gemma":0.001879657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00626676,"about_ca_topic_score_gemma":0.01330244,"domain_scores_codex":[0.9955916,0.003238738,0.00008005525,0.0002704602,0.000223406,0.000595684],"domain_scores_gemma":[0.996707,0.001722747,0.000313256,0.0002443016,0.0001423453,0.0008704652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002022296,0.0001947663,0.03114608,0.0004121441,0.00002783989,0.002770659,0.6527695,0.0009972467,0.001076178,0.2538446,0.003362373,0.05319634],"study_design_scores_gemma":[0.00002154668,0.0001086143,0.01772641,0.0004095247,0.00002406754,0.0006327026,0.8648396,0.0006441082,0.0006145009,0.0338678,0.08107026,0.00004080061],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8205163,0.001189901,0.003830961,0.00958347,0.0001346628,0.0000344228,0.00005502873,0.00003531821,0.1646199],"genre_scores_gemma":[0.9980711,0.0001056803,0.000120323,0.00009359892,0.000008706263,0.000006506893,0.000004044277,0.000007585479,0.001582518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01605359,"threshold_uncertainty_score":0.05370462,"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."}}