{"id":"W4251723235","doi":"10.1145/3293881.3295777","title":"Contrasting CS student and academic perspectives and experiences of student engagement","year":2018,"lang":"en","type":"article","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Student engagement; Public engagement; Psychology; Sign (mathematics); Medical education; Pedagogy; Mathematics education; Political science; Public relations; Medicine","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":[0.005137434,0.0003075926,0.0004936692,0.002382753,0.002375019,0.006401722,0.0007319573,0.001169304,0.002599295],"category_scores_gemma":[0.02281125,0.0002292628,0.0004304276,0.001706806,0.002936254,0.003682956,0.008430957,0.002521039,0.0005419484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142942,"about_ca_system_score_gemma":0.001007526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001851458,"about_ca_topic_score_gemma":0.002686497,"domain_scores_codex":[0.9925607,0.004093934,0.0003502602,0.0004093559,0.001350589,0.001235175],"domain_scores_gemma":[0.9815826,0.009125366,0.002203804,0.0005520615,0.002344954,0.004191211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000259521,0.0003728527,0.1927451,0.0001390602,0.00004657559,0.000447156,0.7731308,0.0002186493,0.00183272,0.002138481,0.001244327,0.02742467],"study_design_scores_gemma":[0.000009010329,0.0004280439,0.1181828,0.0001251601,0.00001498202,0.0003874925,0.8701625,0.0004852566,0.0008563764,0.001127707,0.008156774,0.00006385069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966119,0.00009314973,0.0003169235,0.000429556,0.00001318292,0.000007319175,0.00004362191,0.000006001253,0.002478327],"genre_scores_gemma":[0.9989766,0.0001327437,0.0001069509,0.0001394384,0.00001238748,0.00001420546,0.00005197594,0.000006807098,0.00055883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006401722,"threshold_uncertainty_score":0.02716964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03483873337056618,"score_gpt":0.3713705000090166,"score_spread":0.3365317666384504,"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."}}