{"id":"W1744797942","doi":"10.1109/cscwd.2002.1047659","title":"Sketching and computer-aided conceptual design","year":2003,"lang":"en","type":"article","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sketch; Metaphor; Computer science; Conceptual design; CAD; Sketch recognition; Human–computer interaction; Computer Aided Design; Conceptual model; Cognition; Software; Engineering drawing; Artificial intelligence; Psychology; Engineering; Programming language","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":[0.001392219,0.0006799035,0.0004887811,0.001521555,0.0005751163,0.004067705,0.0009826972,0.001761072,0.01373342],"category_scores_gemma":[0.007512565,0.0003915413,0.0005230259,0.001533779,0.006220299,0.00455143,0.001489701,0.001220414,0.001774985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390422,"about_ca_system_score_gemma":0.0008172001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002122905,"about_ca_topic_score_gemma":0.001554986,"domain_scores_codex":[0.9988218,0.0004741715,0.0000980628,0.0001703095,0.0003827925,0.00005274384],"domain_scores_gemma":[0.9970186,0.002149259,0.0001891557,0.0002962399,0.0002668928,0.00007988533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000592832,0.00003181318,0.0003977169,0.001070884,0.0000268785,0.0001647048,0.0009288556,0.01420482,0.00127363,0.7836429,0.005581724,0.1926167],"study_design_scores_gemma":[0.00004644395,0.00006738275,0.0007275742,0.0004955227,0.00002277711,0.0005780581,0.0004102315,0.0136762,0.001102953,0.8034093,0.1794055,0.00005794426],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03213673,0.2966189,0.3913242,0.009174939,0.001694489,0.0001670638,0.0002263741,0.001119596,0.2675378],"genre_scores_gemma":[0.6163306,0.1276334,0.2003231,0.0009056227,0.0007351371,0.0002116246,0.0004430948,0.0001592075,0.05325809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01373342,"threshold_uncertainty_score":0.04594284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567216976293111,"score_gpt":0.2434323325556223,"score_spread":0.2077601627926912,"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."}}