{"id":"W4247734969","doi":"10.1145/1124706.1121392","title":"Engagement theory","year":2006,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Sociology; Subject (documents); Project team; Library science; Perspective (graphical); Engineering; Pedagogy; Computer science; Knowledge management; Geography","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":[0.003909844,0.001151404,0.0008187496,0.002812303,0.003477586,0.007828237,0.0022144,0.003636699,0.04254363],"category_scores_gemma":[0.008120352,0.0003724979,0.001174684,0.002891759,0.009250167,0.009500294,0.005280848,0.00279991,0.006751241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005631544,"about_ca_system_score_gemma":0.002278668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766558,"about_ca_topic_score_gemma":0.0009939352,"domain_scores_codex":[0.994167,0.003063485,0.0002779592,0.0009089088,0.0009465936,0.0006361572],"domain_scores_gemma":[0.9956186,0.002650491,0.0003631503,0.0004559784,0.0005638696,0.0003477896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005179356,0.00001795762,0.0003214785,0.00006807768,0.000006919885,0.00003019134,0.001104199,0.0003185889,0.00002073857,0.9892454,0.002019478,0.006841802],"study_design_scores_gemma":[0.00001718551,0.0000204284,0.000327569,0.000145188,0.000009293046,0.0001253261,0.001788916,0.00159998,0.00004795684,0.9116742,0.08423656,0.000007353718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007004655,0.003260395,0.1185284,0.008700702,0.0003402479,0.0003106751,0.0002629903,0.00008760763,0.8615044],"genre_scores_gemma":[0.8107431,0.006274922,0.03348185,0.003832886,0.0006951821,0.00181371,0.0007984549,0.0001968611,0.142163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04254363,"threshold_uncertainty_score":0.1423226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03013874694756948,"score_gpt":0.3476629075905442,"score_spread":0.3175241606429747,"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."}}