{"id":"W2390525591","doi":"","title":"Analysis of Learning Support Services System of Athabasca University","year":2010,"lang":"en","type":"article","venue":"Journal of Guangzhou Radio & TV University","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Computer science; Distance education; Engineering management; Mathematics education; Business; Engineering; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004299716,0.0002331756,0.0001910557,0.002663103,0.0008709332,0.001210711,0.0004967969,0.0003314233,0.002733949],"category_scores_gemma":[0.002461026,0.0001092166,0.0003301005,0.002279436,0.0002569753,0.0007442906,0.0003273661,0.0002746052,0.0004262205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003055101,"about_ca_system_score_gemma":0.001279135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1343512,"about_ca_topic_score_gemma":0.06122152,"domain_scores_codex":[0.9987798,0.0001777833,0.00006256482,0.0001237723,0.0005478733,0.0003081203],"domain_scores_gemma":[0.9977788,0.0005394141,0.0002009074,0.0001115004,0.001144327,0.0002250457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001408448,0.0006617527,0.6911694,0.0005228388,0.0003003001,0.00356682,0.003280983,0.08216293,0.0362322,0.015341,0.02305582,0.1422975],"study_design_scores_gemma":[0.00002761555,0.0001527867,0.7797489,0.00003600455,0.00009881343,0.0003280142,0.002427442,0.200848,0.008169566,0.0009536,0.007146586,0.00006259114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908836,0.00009190868,0.0009195555,0.0002044489,0.000006843149,0.00004154031,0.0009720855,0.0002382777,0.00664165],"genre_scores_gemma":[0.9976916,0.0000325175,0.0004031501,0.00001080657,0.000002174255,0.00001098365,0.0006272117,0.00001324474,0.00120843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1343512,"threshold_uncertainty_score":0.2671384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00854181178157508,"score_gpt":0.2412009090796975,"score_spread":0.2326590972981225,"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."}}