{"id":"W2028687824","doi":"10.1080/09544820512331326886","title":"Curriculum, pedagogics and didactics for design education","year":2005,"lang":"en","type":"article","venue":"Journal of Engineering Design","topic":"Design Education and Practice","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"Gazi Üniversitesi","keywords":"Curriculum; Czech; Set (abstract data type); Foundation (evidence); Engineering ethics; Design education; Mathematics education; Engineering education; Engineering; Pedagogy; Engineering management; Sociology; Computer science; Psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006784777,0.0001338901,0.0001623423,0.000182252,0.00003323016,0.00007378187,0.0001035675,0.00006748721,0.00001827857],"category_scores_gemma":[0.0004211525,0.0001300682,0.00004883715,0.0001229838,0.000006928463,0.0004771614,0.00000415932,0.000197657,0.00000653283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009133369,"about_ca_system_score_gemma":0.0001256908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.743277e-7,"about_ca_topic_score_gemma":8.460074e-8,"domain_scores_codex":[0.9993037,0.00002988755,0.00031575,0.00006790883,0.0001218682,0.0001608749],"domain_scores_gemma":[0.9991386,0.000356057,0.0001063899,0.00009126119,0.0001750564,0.0001326546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002219687,0.0001281483,0.00004655531,0.0001054858,0.00008722147,0.00000170738,0.0006138007,0.9282395,0.007938974,0.001431273,0.02494435,0.03644077],"study_design_scores_gemma":[0.0006417574,0.000299453,0.0002321407,0.0001149772,0.0001766576,0.0004621712,0.0003526863,0.7330366,0.006474527,0.0004075736,0.2573845,0.000416935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004644508,0.002405958,0.9912775,0.0002754873,0.001022057,0.0001889162,6.025917e-7,0.0000597264,0.0001252801],"genre_scores_gemma":[0.5002104,0.0004975363,0.4982521,0.00006352983,0.0007967813,0.00001412446,7.140164e-7,0.000040548,0.00012422],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4955659,"threshold_uncertainty_score":0.5304026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332721734981675,"score_gpt":0.2880645956458298,"score_spread":0.2547924221476623,"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."}}