{"id":"W2002488240","doi":"10.1145/330908.331887","title":"Enhancing student learning through on-line quizzes","year":2000,"lang":"en","type":"article","venue":"","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Multimedia; Line (geometry); Mathematics education; Psychology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004491701,0.0001313374,0.0001306128,0.00003931866,0.0003387417,0.000275494,0.0005558293,0.00004117825,0.0002648951],"category_scores_gemma":[0.00004424314,0.0001086461,0.00006038037,0.0002020836,0.00001889902,0.0002825901,0.00008567695,0.0004467581,0.0006724732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002839403,"about_ca_system_score_gemma":0.00001896332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001437786,"about_ca_topic_score_gemma":0.00001267035,"domain_scores_codex":[0.9986767,0.0001406497,0.0001829827,0.000372476,0.0002978684,0.0003293638],"domain_scores_gemma":[0.9994147,0.0001390676,0.0000405031,0.0003296199,0.00001784589,0.00005820497],"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":[0.000004519009,0.0001246225,0.00115256,0.000005167854,0.00001712631,0.00001654803,0.01111819,0.01771379,0.00008021358,0.01865249,0.0001165294,0.9509982],"study_design_scores_gemma":[0.0006547098,0.001076573,0.002771788,0.0001220976,0.000008586891,0.0000292713,0.0008812923,0.01441811,0.002085704,0.0002750957,0.977093,0.0005837767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.236624,0.0001199572,0.7253897,0.001340992,0.0002443708,0.00009354106,4.502281e-8,0.001477639,0.03470984],"genre_scores_gemma":[0.8803024,0.0000131259,0.0997695,0.0006487931,0.0001187994,0.000006194955,8.043509e-7,0.00001079382,0.01912957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9769765,"threshold_uncertainty_score":0.8643506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487592375429613,"score_gpt":0.3133078681886928,"score_spread":0.2884319444343967,"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."}}