{"id":"W2148259823","doi":"10.24908/pceea.v0i0.3979","title":"DESIGN SPACE MACHINERY","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; University of Adelaide","keywords":"Space (punctuation); Focus (optics); Action (physics); Computer science; Process (computing); Engineering design process; Design process; Design space exploration; Human–computer interaction; Engineering; Mechanical engineering; Programming language; Work in process; Operations management; Embedded system","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":[0.003471243,0.001503277,0.001118455,0.002731455,0.002769082,0.008239382,0.002830558,0.002003977,0.08044346],"category_scores_gemma":[0.01055066,0.0008149209,0.001861895,0.003394847,0.00786922,0.008679185,0.003698311,0.003854342,0.03746094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003377562,"about_ca_system_score_gemma":0.002679621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002156769,"about_ca_topic_score_gemma":0.00143383,"domain_scores_codex":[0.9955486,0.001216267,0.0004801977,0.001096223,0.00138437,0.0002743277],"domain_scores_gemma":[0.9939688,0.002471723,0.0003386502,0.001796476,0.001184414,0.0002398863],"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":[0.000004169317,0.000004778814,0.00003843617,0.00006899476,0.000004534184,0.00002127831,0.0001322046,0.0002892969,0.00006012259,0.9792433,0.01085216,0.009280586],"study_design_scores_gemma":[0.000009213662,0.000007706295,0.00005787648,0.00007332506,0.000005035255,0.00008920651,0.0000747141,0.0009529646,0.0001438351,0.6733835,0.3251958,0.00000680239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002430309,0.007278234,0.4584156,0.007367333,0.001099215,0.0002855104,0.002069613,0.001257319,0.519797],"genre_scores_gemma":[0.2554157,0.019808,0.3543174,0.004078743,0.003905112,0.001646646,0.007577986,0.001561646,0.3516888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08044346,"threshold_uncertainty_score":0.2691101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520830338142076,"score_gpt":0.193064435803063,"score_spread":0.1778561324216422,"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."}}