{"id":"W2076949411","doi":"10.1145/1028174.971344","title":"Redesigning introductory computer programming with HTML, JavaScript, and Java","year":2004,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"JavaScript; Java; Computer science; Java Programming Language; Programming language; Course (navigation); Software engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008054721,0.0002706535,0.0002519663,0.0001306247,0.0004316849,0.0005458201,0.0009294382,0.00008392501,0.0000110456],"category_scores_gemma":[0.000208619,0.0002294073,0.00004936176,0.0002563922,0.0001477693,0.0001831085,0.0005298371,0.0005301632,0.0001023815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006019756,"about_ca_system_score_gemma":0.00006713632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001583024,"about_ca_topic_score_gemma":0.000004333217,"domain_scores_codex":[0.9979329,0.0001508675,0.000253543,0.0007704137,0.0003338054,0.0005585165],"domain_scores_gemma":[0.9985523,0.0001530114,0.0001346735,0.0009117826,0.00006986415,0.0001784217],"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":[0.00001977266,0.0001386736,0.002180706,0.00004880323,0.00005866724,0.0001579038,0.006262895,0.001183705,0.0002311851,0.003592837,0.004064851,0.98206],"study_design_scores_gemma":[0.001520417,0.0008352508,0.002902537,0.0002504808,0.00002460703,0.0003725007,0.0001843104,0.0002836718,0.0005036999,0.0002727751,0.9921951,0.0006546111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08432413,0.0007143584,0.8980805,0.01467104,0.0004230238,0.0003908746,2.84821e-7,0.001209118,0.000186631],"genre_scores_gemma":[0.3375235,0.000006583272,0.6614174,0.0004806473,0.0002706649,0.00002040185,0.000002096379,0.0000259356,0.0002527125],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9881303,"threshold_uncertainty_score":0.9354959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045533609779141,"score_gpt":0.2105659371498071,"score_spread":0.2001106010520157,"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."}}