{"id":"W1484106675","doi":"10.5555/1181901.1181907","title":"Different approaches to the programming languages course","year":2006,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Course (navigation); Curriculum; Implementation; Programming language; Mathematics education; Software engineering; Pedagogy; Mathematics","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":[0.006587266,0.0004973849,0.0003368977,0.002330447,0.007503866,0.01122616,0.002588592,0.005318967,0.02661026],"category_scores_gemma":[0.01244781,0.0004596734,0.0007952296,0.002117638,0.006580255,0.009023499,0.01002002,0.01543253,0.006055008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01181191,"about_ca_system_score_gemma":0.0054677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009850048,"about_ca_topic_score_gemma":0.01817366,"domain_scores_codex":[0.9917236,0.003001821,0.0002888584,0.001183154,0.00240149,0.001401166],"domain_scores_gemma":[0.9915113,0.001220706,0.0002138409,0.0005137456,0.001808992,0.004731383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007556913,0.0003122146,0.001467869,0.0001573996,0.00001439696,0.0001504961,0.008604354,0.0002132277,0.0007848427,0.8028008,0.09703604,0.08838291],"study_design_scores_gemma":[0.0000536926,0.0001028309,0.002520261,0.0003976488,0.00001345626,0.0001554976,0.009890997,0.0003606812,0.0005423862,0.10229,0.8836153,0.00005728065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03805655,0.007890972,0.0685292,0.3481615,0.01364908,0.0003155301,0.0003958132,0.000755145,0.5222461],"genre_scores_gemma":[0.340377,0.00768997,0.06716239,0.2308327,0.002447947,0.001494657,0.000800038,0.001033971,0.3481613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02661026,"threshold_uncertainty_score":0.08902019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03565227494285864,"score_gpt":0.2249873944534483,"score_spread":0.1893351195105896,"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."}}