{"id":"W2941439646","doi":"","title":"Usability Evaluation of Learning Analytics: A Student-Centred Perspective / Évaluation de l'utilisabilité de l'analytique de l'apprentissage: Student-Centred Perspective : une perspective centrée sur l'étudiant","year":2019,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Usability; Valuation (finance); Learning analytics; Analytics; Psychology; Sociology; Computer science; Data science; Artificial intelligence; Human–computer interaction; Business; Accounting","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":[0.0720335,0.0008919559,0.001094458,0.003986515,0.001849306,0.008064535,0.001613874,0.001505939,0.0020381],"category_scores_gemma":[0.1199871,0.0004124333,0.001235194,0.002224531,0.002846794,0.004128032,0.004186862,0.001229249,0.0004890749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002853632,"about_ca_system_score_gemma":0.003467853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003107943,"about_ca_topic_score_gemma":0.00347712,"domain_scores_codex":[0.8721358,0.09612613,0.006340875,0.002868479,0.02085607,0.001672692],"domain_scores_gemma":[0.8229396,0.1211621,0.005589569,0.007190741,0.04040577,0.002712209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002154195,0.003391626,0.1040871,0.005270546,0.0007998961,0.0005003718,0.2696603,0.00330347,0.02645154,0.01215921,0.005309721,0.5669121],"study_design_scores_gemma":[0.0008524813,0.02354726,0.3858436,0.007172381,0.001621536,0.002155473,0.3004,0.03336638,0.105335,0.0194624,0.1191421,0.001101502],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9043003,0.002806046,0.06414164,0.002170571,0.0001841496,0.001269615,0.0001881089,0.0003012492,0.02463834],"genre_scores_gemma":[0.9742106,0.0006031208,0.02147696,0.0002764186,0.00006028428,0.0006011574,0.0001259318,0.0001080426,0.002537519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0720335,"threshold_uncertainty_score":0.3809541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428134329238023,"score_gpt":0.3059623902962033,"score_spread":0.263148957372401,"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."}}