{"id":"W2144101357","doi":"10.3109/0142159x.2011.550968","title":"E-learning: Is the revolution over?","year":2011,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Consolidation (business); Psychology; Medical education; Medicine; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002495842,0.00005263728,0.00007553247,0.00002093136,0.0005117926,0.0000109805,0.0002771299,0.0002017677,0.02589752],"category_scores_gemma":[0.01391801,0.00003800147,0.00004122106,0.0002387474,0.0004487548,0.00006783804,0.00002496969,0.000472175,0.0004416408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150935,"about_ca_system_score_gemma":0.0004294123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056791,"about_ca_topic_score_gemma":0.0005410854,"domain_scores_codex":[0.9980064,0.0006513686,0.0001503337,0.0001311867,0.0007845319,0.0002761647],"domain_scores_gemma":[0.9991896,0.0003244659,0.00006512759,0.0001244398,0.00004635099,0.0002500342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000649549,0.0001020313,0.4914858,0.000006928489,0.000009104991,0.000001438937,0.3602559,9.333522e-9,5.436942e-7,0.01277934,0.05324896,0.08210346],"study_design_scores_gemma":[0.00009572516,0.00002869611,0.1502822,0.00001899807,0.00000937509,3.451507e-7,0.009138777,0.00007208921,0.000002451174,0.002901159,0.8373793,0.00007084908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.726576,0.0003281268,0.000075582,0.04219887,0.005055374,0.0006143869,1.693411e-7,0.0001814018,0.22497],"genre_scores_gemma":[0.9910306,0.0002274443,0.00007116437,0.001182429,0.002599872,0.0002000578,0.000001104933,0.00001023156,0.004677059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7841304,"threshold_uncertainty_score":0.9960208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1522749887775301,"score_gpt":0.4074157386865374,"score_spread":0.2551407499090073,"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."}}