{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008908045,0.004760589,0.00474736,0.006528685,0.004238672,0.01265058,0.004244619,0.01834079,0.04716938],"category_scores_gemma":[0.03190005,0.001743165,0.004028365,0.002761992,0.002991219,0.005533438,0.002205794,0.02037002,0.03516937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003428219,"about_ca_system_score_gemma":0.004230669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001896279,"about_ca_topic_score_gemma":0.004638465,"domain_scores_codex":[0.9933942,0.0008670798,0.0009200242,0.0009157284,0.003373162,0.0005298265],"domain_scores_gemma":[0.9672994,0.009141377,0.002135002,0.001506078,0.01489195,0.005026159],"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":[0.00002475767,0.00001466547,0.00002275411,0.00009721683,0.00001008105,0.00005237352,0.000004071398,0.00001647517,0.00003524827,0.0001070334,0.9971276,0.002487748],"study_design_scores_gemma":[0.00006227172,0.00003898169,0.0003744749,0.0003302632,0.00003844298,0.0001572505,0.00003427616,0.000182977,0.0001571392,0.0008208951,0.9977811,0.0000220197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003575558,0.001063062,0.00009275283,0.02185938,0.9749827,0.00002638086,0.00007053801,0.00009464872,0.001774742],"genre_scores_gemma":[0.0004747741,0.001238165,0.00009872896,0.01475603,0.9692804,0.00003773954,0.00007646409,0.00007498507,0.01396273],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04716938,"threshold_uncertainty_score":0.1577973,"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."}}