{"id":"W1589460620","doi":"","title":"Distance Education in the Digital Age: Common Misconceptions and Challenging Tasks","year":2009,"lang":"en","type":"article","venue":"International journal of e-learning & distance education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Confusion; Humanities; Sociology; Pedagogy; Philosophy; Psychology","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":[0.0006740871,0.0000922735,0.0001194821,0.0001714832,0.000271611,0.0004504111,0.0003843562,0.00004966631,0.00002979125],"category_scores_gemma":[0.0005956033,0.00008015036,0.00005797685,0.0002028569,0.000104541,0.0007387774,0.00001066651,0.0004819539,0.000004339753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223226,"about_ca_system_score_gemma":0.0008912194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000064106,"about_ca_topic_score_gemma":0.0002473685,"domain_scores_codex":[0.9986547,0.0001912225,0.0003509112,0.0001292091,0.0005168998,0.000157073],"domain_scores_gemma":[0.9989893,0.0001754566,0.0003985282,0.00007595135,0.0002964024,0.00006436461],"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":[0.00004952596,0.0006212484,0.04677039,0.000006273862,0.00001928582,0.00001133959,0.0213822,0.0004204323,0.00005821158,0.2176702,0.001405032,0.7115858],"study_design_scores_gemma":[0.0002547144,0.00008533768,0.1045434,0.0003802425,0.00001482631,0.00003429903,0.08310654,0.00007036195,0.000003496922,0.008542269,0.8028116,0.0001529119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8983344,0.002859567,0.00458649,0.04737441,0.002146898,0.0002164496,0.000003482803,0.00003003573,0.04444826],"genre_scores_gemma":[0.9961548,0.0005806208,0.000512449,0.000252557,0.001209675,0.000003730115,0.00002390725,0.000006131825,0.001256115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8014066,"threshold_uncertainty_score":0.4343325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269519205826459,"score_gpt":0.3548545676386098,"score_spread":0.3421593755803452,"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."}}