{"id":"W2126337504","doi":"10.5539/cis.v3n2p244","title":"Shuffling Algorithms for Automatic Generator Question Paper System","year":2010,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shuffling; Computer science; Generator (circuit theory); Repetition (rhetorical device); Quality (philosophy); Algorithm; Process (computing); Test (biology); Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0045751,0.0007597861,0.000882101,0.001916718,0.0009241831,0.001294547,0.001476623,0.001214653,0.0062956],"category_scores_gemma":[0.01375005,0.0004337896,0.0007408769,0.001296507,0.0005335545,0.001743738,0.00104331,0.0008986194,0.003309903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000735514,"about_ca_system_score_gemma":0.001049562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009312233,"about_ca_topic_score_gemma":0.000614049,"domain_scores_codex":[0.9951486,0.002015927,0.0007249106,0.0008879275,0.001014355,0.0002081444],"domain_scores_gemma":[0.9912806,0.004049248,0.000622251,0.001519294,0.002325002,0.0002036079],"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":[0.001046478,0.0002946307,0.003504894,0.0003909725,0.00006565428,0.0002942771,0.0006239842,0.02945077,0.04343773,0.01229364,0.008311895,0.9002851],"study_design_scores_gemma":[0.0002930584,0.0007366145,0.002646762,0.000054866,0.00006612211,0.0008903623,0.0002008295,0.8142861,0.1218528,0.02233199,0.0365525,0.00008794694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01655063,0.0001174555,0.9737449,0.00009483971,0.00005396712,0.0003252773,0.0001809408,0.008231461,0.0007005375],"genre_scores_gemma":[0.156962,0.00009450622,0.8371543,0.0001048526,0.00006464463,0.0005237256,0.001230367,0.0005425923,0.003322886],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0062956,"threshold_uncertainty_score":0.02419573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129799610268725,"score_gpt":0.2868023162128558,"score_spread":0.2755043201101686,"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."}}