{"id":"W3009308216","doi":"10.1145/1595496.1562933","title":"The academic enhancement program","year":2009,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Medical education; Academic program; Mathematics education; Psychology; Student engagement; Population; Computer science; Higher education; Medicine","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":[0.003071146,0.000514405,0.0004588265,0.00120801,0.002082888,0.002038392,0.001195324,0.0006751083,0.147983],"category_scores_gemma":[0.005518457,0.0002345007,0.0003763673,0.0009024639,0.000497819,0.0008047367,0.004178974,0.001703656,0.04720635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009245291,"about_ca_system_score_gemma":0.006698446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007143836,"about_ca_topic_score_gemma":0.002226038,"domain_scores_codex":[0.998464,0.00038096,0.00004815205,0.0002084199,0.0005537832,0.0003445904],"domain_scores_gemma":[0.9915448,0.0005906963,0.0002853067,0.0008340463,0.001380587,0.005364523],"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":[0.0007490207,0.004037757,0.005374775,0.0001648524,0.00001151549,0.0002176329,0.001077544,0.0001786974,0.002998086,0.007048605,0.2983351,0.6798065],"study_design_scores_gemma":[0.0002552432,0.001215025,0.01700211,0.000062162,0.00001515034,0.0003754671,0.000476047,0.0002424793,0.001887046,0.002201848,0.9762433,0.0000240905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1640541,0.001520822,0.02548859,0.02009481,0.002743543,0.006041681,0.005964905,0.009724369,0.7643672],"genre_scores_gemma":[0.1557724,0.001371721,0.02545536,0.005238398,0.0006921876,0.003269972,0.004004665,0.0008551183,0.8033401],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.147983,"threshold_uncertainty_score":0.4950524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702310704222665,"score_gpt":0.2952658466355037,"score_spread":0.2782427395932771,"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."}}