{"id":"W2478421425","doi":"10.4018/978-1-59140-732-4.ch017","title":"Strategies to Collect and Use Online Student Feedback","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Online learning; Computer science; Multimedia; Mathematics education; Psychology","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":[0.01951143,0.001631231,0.001014581,0.004603129,0.001485848,0.005166837,0.002682628,0.001368876,0.01111025],"category_scores_gemma":[0.05868314,0.0009430939,0.0005313861,0.002632927,0.001064492,0.003634437,0.003840186,0.001783718,0.01226431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006045229,"about_ca_system_score_gemma":0.002787758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129649,"about_ca_topic_score_gemma":0.002500488,"domain_scores_codex":[0.9739566,0.01116246,0.002386351,0.003127801,0.008736789,0.0006300824],"domain_scores_gemma":[0.9474752,0.02859693,0.002803355,0.01051837,0.009724,0.0008821426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002597749,0.001019683,0.007038624,0.0014425,0.0000487197,0.0001625538,0.01665306,0.0004536287,0.0535932,0.004274853,0.01156727,0.9034861],"study_design_scores_gemma":[0.0006073107,0.004266761,0.06628441,0.004015257,0.0003078429,0.002483294,0.04602936,0.02052855,0.2340151,0.03116145,0.5893508,0.000949871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07270304,0.001106926,0.8680235,0.001531794,0.0004366321,0.01825404,0.003142777,0.007233087,0.02756819],"genre_scores_gemma":[0.08820638,0.001179338,0.8547353,0.000725597,0.0002204608,0.02840098,0.002369,0.0008298325,0.02333313],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01951143,"threshold_uncertainty_score":0.1031876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03135925086507785,"score_gpt":0.2851406121328106,"score_spread":0.2537813612677327,"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."}}