{"id":"W7093641023","doi":"","title":"Editorial: Learning Analytics J.UCS Special Issue","year":2015,"lang":"","type":"article","venue":"TUGraz OPEN Library (Graz University of Technology)","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"","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":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0006838039,0.0005626351,0.001142028,0.001372044,0.0006513555,0.0006101808,0.009407624,0.00110215,0.000632718],"category_scores_gemma":[0.0003398363,0.000699702,0.0003118664,0.004644622,0.001208086,0.004125766,0.009386889,0.002120648,0.0007689905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177622,"about_ca_system_score_gemma":0.001490526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000240733,"about_ca_topic_score_gemma":0.00002011567,"domain_scores_codex":[0.9961569,0.0002755009,0.000612344,0.001207397,0.0008547329,0.0008931584],"domain_scores_gemma":[0.9964713,0.00009655642,0.0009063448,0.00154316,0.0004312235,0.0005514009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002124269,0.0005089836,0.01575832,0.00005713769,0.0002818629,0.0002653379,0.00149882,0.002033788,0.00002474475,0.02736632,0.9016329,0.05035935],"study_design_scores_gemma":[0.002043322,0.001182255,0.000143954,0.0002056795,0.0001899125,0.00001491741,0.00466409,0.03068294,0.0002049751,0.009453727,0.9504914,0.0007228128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04091401,0.002887139,0.02315347,0.2738698,0.2047371,0.003442158,0.0002720656,0.005938031,0.4447863],"genre_scores_gemma":[0.2682769,0.003168722,0.2322877,0.0004751044,0.1761563,0.000001261545,0.0002117589,0.0003004227,0.3191218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2733946,"threshold_uncertainty_score":0.9995454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158767553459096,"score_gpt":0.2351990676249419,"score_spread":0.2193223122790323,"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."}}