{"id":"W2905446762","doi":"10.1109/smartworld.2018.00336","title":"Towards Developing an Effective Algorithm Visualization Tool for Online Learning","year":2018,"lang":"en","type":"article","venue":"","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Usability; Visualization; USable; Computer science; Process (computing); Human–computer interaction; Context (archaeology); Usability engineering; Multimedia; Artificial intelligence","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":[0.006822213,0.001101366,0.0006130163,0.002794483,0.0008805538,0.005323121,0.002007187,0.001899015,0.002498234],"category_scores_gemma":[0.01688015,0.0007613708,0.001032194,0.001333456,0.0009717423,0.007549106,0.001901478,0.001868973,0.001008259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006848929,"about_ca_system_score_gemma":0.002733993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009203806,"about_ca_topic_score_gemma":0.001375088,"domain_scores_codex":[0.9964562,0.001540132,0.0003412034,0.000320692,0.001195302,0.0001464151],"domain_scores_gemma":[0.9884194,0.005913581,0.0009034922,0.0009473873,0.00326415,0.0005520315],"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":[0.000115968,0.001105934,0.006200871,0.004025909,0.0000881439,0.0009604409,0.009226759,0.005843034,0.0943649,0.02899002,0.006387286,0.8426906],"study_design_scores_gemma":[0.000250434,0.003378177,0.01431867,0.006753934,0.0006280433,0.005610475,0.0141711,0.2233349,0.2406332,0.05501218,0.4354746,0.0004343512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03079897,0.001103988,0.9591451,0.00072972,0.00005935507,0.0006502246,0.00004602901,0.002451219,0.005015455],"genre_scores_gemma":[0.02433152,0.0006386703,0.9730387,0.00006340142,0.00001338988,0.0002667864,0.00007540681,0.0001639306,0.001408096],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006822213,"threshold_uncertainty_score":0.03607976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177943863750013,"score_gpt":0.3399246814078179,"score_spread":0.3181452427703177,"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."}}