{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001295385,0.00009615588,0.0004352854,0.0009956282,0.0001335237,0.00001746641,0.001177893,0.00008265369,0.00006011633],"category_scores_gemma":[0.00002297029,0.00009924654,0.0003758856,0.001503642,0.00006903996,0.0005975147,0.0001278724,0.0004174579,0.000002005649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201091,"about_ca_system_score_gemma":0.0002509802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003931923,"about_ca_topic_score_gemma":0.00008380137,"domain_scores_codex":[0.9987073,0.000381858,0.0002701329,0.000152688,0.000352616,0.0001354339],"domain_scores_gemma":[0.9979759,0.0001691646,0.0009318505,0.0003299908,0.0004386575,0.0001543617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001485855,0.00044167,0.9141403,0.0002248959,0.002673654,0.0003231434,0.0236494,0.002149095,0.008524026,0.04116301,0.0003372779,0.006224889],"study_design_scores_gemma":[0.001525094,0.00042064,0.8915005,0.0001073284,0.002251914,0.0001739762,0.01558195,0.01706877,0.002817429,0.00001935418,0.06816459,0.0003684256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9100341,0.00001622653,0.08717187,0.0001142597,0.0004207102,0.00002909447,0.000005003076,0.00002632151,0.002182447],"genre_scores_gemma":[0.9635535,0.00001654288,0.03568079,0.000006190096,0.0000345069,4.147952e-9,0.000001395817,0.000003393206,0.0007036978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06782731,"threshold_uncertainty_score":0.4047156,"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."}}