{"id":"W4417106535","doi":"10.1108/dl-09-2013-0001","title":"A Comparative Study of Emerging Technologies for Online Courses","year":2013,"lang":"en","type":"article","venue":"Distance Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cloud computing; CLARITY; Emerging technologies; The Internet; Variety (cybernetics); Mobile technology; Order (exchange); Web 2.0; Software","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002643562,0.00009049957,0.0002408261,0.00007407471,0.0004743394,0.00004199268,0.0002004721,0.00005083327,0.00005588975],"category_scores_gemma":[0.0004403841,0.00008415446,0.00004391051,0.0003101287,0.0001551387,0.000211185,0.00003195979,0.0002341143,0.000007890147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003058218,"about_ca_system_score_gemma":0.00007241056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000370649,"about_ca_topic_score_gemma":0.001693781,"domain_scores_codex":[0.9990015,0.000122154,0.0002021194,0.0001868893,0.0002200332,0.0002672771],"domain_scores_gemma":[0.9992252,0.0002413773,0.0001941554,0.00009908994,0.000214364,0.00002580149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009336014,0.002171184,0.3387737,0.0001123422,0.0002232938,0.000004620129,0.2066788,0.007525187,0.001665601,0.02115205,0.001608896,0.4199909],"study_design_scores_gemma":[0.0003836401,0.0002674177,0.003564527,0.00004354753,0.00001730157,7.730677e-8,0.8739989,0.001257737,0.00007829187,0.0005335966,0.1197225,0.0001325031],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943808,0.0002521748,0.001523176,0.0009576418,0.00006992377,0.0005818754,0.00000318072,0.0002412882,0.00198988],"genre_scores_gemma":[0.9950022,0.00002573543,0.00361811,0.000006092857,0.00006358937,0.0000669153,0.000007862647,0.000008593705,0.00120095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6673201,"threshold_uncertainty_score":0.3648283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516297361816618,"score_gpt":0.3788322022238984,"score_spread":0.3436692286057322,"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."}}