{"id":"W2059009940","doi":"10.1111/j.1467-8659.2009.01427.x","title":"Interactive Graphics for Computer Adaptive Testing","year":2009,"lang":"en","type":"article","venue":"Computer Graphics Forum","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Graphics; Computer graphics; Multimedia; Graphics software; Human–computer interaction; Animation; Real-time computer graphics; Computerized adaptive testing; Computer graphics (images); 3D computer graphics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006646664,0.0004003305,0.000390838,0.0004901642,0.0006905608,0.0005813197,0.001420495,0.0001683647,6.145847e-7],"category_scores_gemma":[0.00006009033,0.0003926724,0.0003251257,0.001067957,0.00009507916,0.0007369341,0.0003607729,0.0007830665,0.00001019995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004560288,"about_ca_system_score_gemma":0.00006960978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000275731,"about_ca_topic_score_gemma":0.000006753771,"domain_scores_codex":[0.9972672,0.0001588179,0.0004407934,0.0009024378,0.0003465899,0.0008841354],"domain_scores_gemma":[0.9975383,0.0008609679,0.0002850626,0.000730016,0.0003716511,0.0002140278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001837569,0.0001435552,0.0007166234,0.00001036355,0.00005266685,0.0000142738,0.0008970326,0.0006116654,0.00000751541,0.3362433,0.002635077,0.6586496],"study_design_scores_gemma":[0.0007484722,0.002142058,0.005058621,0.0001530854,0.00001896571,0.00007140344,0.00002779875,0.928456,0.00003389283,0.0223765,0.04031405,0.0005991774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002201064,0.0001106988,0.992933,0.001812057,0.001327472,0.0004535537,0.000003615527,0.001058684,0.00009980053],"genre_scores_gemma":[0.3840758,0.000002857093,0.6123925,0.003070726,0.0003884418,0.00002038435,0.000008995978,0.00002196513,0.00001828581],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9278443,"threshold_uncertainty_score":0.9998525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03402732932072379,"score_gpt":0.2733836237078719,"score_spread":0.2393562943871481,"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."}}