{"id":"W2113608839","doi":"10.1109/fie.2005.1612204","title":"Memview: A Pedagogically-Motivated Visual Debugger","year":2006,"lang":"en","type":"article","venue":"","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"Rice University","keywords":"Heap (data structure); Computer science; Debugger; Pointer (user interface); Programming language; Call stack; Theoretical computer science; Stack (abstract data type); Artificial intelligence; Debugging","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":[0.001282872,0.0008082049,0.0003616936,0.0007555553,0.0001962356,0.001073038,0.002170738,0.000991222,0.01182121],"category_scores_gemma":[0.006473673,0.0006032294,0.0003071106,0.0003109868,0.0003980603,0.002627414,0.002063134,0.001667516,0.002540685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345516,"about_ca_system_score_gemma":0.0003481794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001818386,"about_ca_topic_score_gemma":0.0004413411,"domain_scores_codex":[0.9997056,0.00008884392,0.00001870457,0.00007099215,0.00007658723,0.00003917285],"domain_scores_gemma":[0.9981244,0.001163524,0.00009039325,0.0002515293,0.0001500641,0.0002200216],"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":[0.001264491,0.0006603191,0.004761558,0.0009956182,0.0000564639,0.001190373,0.002809188,0.005569374,0.06377161,0.02318298,0.1228004,0.7729377],"study_design_scores_gemma":[0.001402445,0.00170371,0.008981888,0.0006835922,0.0001217874,0.005426673,0.001078511,0.1096158,0.1651324,0.0405119,0.6651126,0.0002286796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.03564438,0.0003713707,0.8389318,0.001057939,0.0002734331,0.000455265,0.001130987,0.1073048,0.01483012],"genre_scores_gemma":[0.1896293,0.0005444663,0.7744123,0.0009040934,0.00008627327,0.001118027,0.001940713,0.008603246,0.02276168],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01182121,"threshold_uncertainty_score":0.03954589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009350453271158984,"score_gpt":0.2609152617453876,"score_spread":0.2515648084742287,"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."}}