{"id":"W2998477998","doi":"10.1145/1151954.1067477","title":"Iconic programming for flowcharts, java, turing, etc","year":2005,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Programming language; Java; Symbol (formal); Flowchart; Programmer; Syntax; Executable; Turing; 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":[0.0008308063,0.001340745,0.0003383466,0.00150588,0.0006877181,0.002528653,0.00109285,0.001179608,0.1340952],"category_scores_gemma":[0.004256886,0.0004534123,0.0006711294,0.002006567,0.001510142,0.004959458,0.001687952,0.002671359,0.05439553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009162963,"about_ca_system_score_gemma":0.000784241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002001456,"about_ca_topic_score_gemma":0.003188737,"domain_scores_codex":[0.9993659,0.0002103644,0.00005135519,0.0001015491,0.0002158409,0.0000550579],"domain_scores_gemma":[0.9989869,0.0003826558,0.00008480643,0.0002399005,0.0002091456,0.00009661682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004546918,0.00002904801,0.0001680695,0.0004990487,0.00001348073,0.0001149694,0.000453683,0.0005876833,0.001860095,0.314487,0.4002472,0.2814942],"study_design_scores_gemma":[0.00001331133,0.00001981089,0.0001704853,0.0001333582,0.000006556393,0.0003653037,0.00003357672,0.001619362,0.0006871748,0.06036131,0.9365721,0.00001757285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001266124,0.005764364,0.690598,0.004077727,0.003135812,0.0002537907,0.001569124,0.02782388,0.2655111],"genre_scores_gemma":[0.04260228,0.008780857,0.519553,0.005554234,0.001993779,0.001135802,0.003857964,0.0111215,0.4054006],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1340952,"threshold_uncertainty_score":0.448593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830950721453408,"score_gpt":0.2622674583629954,"score_spread":0.2439579511484613,"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."}}