{"id":"W308170390","doi":"10.26443/el.v24i2-3.162","title":"DISTANCE LEARNING : SUCCESS REQUIRES SUPPORT","year":2017,"lang":"en","type":"article","venue":"Education Libraries","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Sample (material); Institution; Mathematics education; Computer science; Academic institution; Knowledge management; Medical education; Psychology; Sociology; Library science; Medicine","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002751537,0.00006375748,0.00008122249,0.00003752752,0.002939004,0.001137964,0.0004131238,0.00005315124,0.001152724],"category_scores_gemma":[0.001067434,0.00006450031,0.00003044174,0.00006385189,0.0003770074,0.002608922,0.00005304151,0.0001529834,0.00008028129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002196237,"about_ca_system_score_gemma":0.00195235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005098158,"about_ca_topic_score_gemma":0.000345533,"domain_scores_codex":[0.9992411,0.0000964333,0.000114093,0.0001554623,0.0001915097,0.0002014718],"domain_scores_gemma":[0.9993655,0.00007353098,0.0001815852,0.000231752,0.00006133135,0.00008631204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007094354,0.00005384629,0.3359596,0.0000124378,0.000006324255,9.739839e-7,0.01047872,0.000004500812,0.00001132534,0.4466013,0.01696591,0.189898],"study_design_scores_gemma":[0.00003833394,0.00001122114,0.03779185,0.00001745561,0.000004044851,2.083922e-7,0.01012329,0.000002944463,0.00009769481,0.005853911,0.9459698,0.00008930828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2160164,0.0003077744,0.0002475186,0.04396381,0.002174727,0.0001235588,0.000001538595,0.0002188628,0.7369458],"genre_scores_gemma":[0.8974798,0.00005804636,0.002100545,0.0001175231,0.001313274,0.00001165741,0.00001723694,0.000008950688,0.09889302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9290038,"threshold_uncertainty_score":0.999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648024627737386,"score_gpt":0.3593129297305395,"score_spread":0.3328326834531656,"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."}}