{"id":"W2805814892","doi":"10.1007/978-3-319-89375-4_9","title":"Structure and Solve the Problem Using Design Thinking","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Cognitive science; Management science; Psychology; Engineering","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":[0.001435898,0.001430708,0.0006557779,0.001265144,0.001472929,0.005397904,0.001722081,0.001981467,0.0204801],"category_scores_gemma":[0.002332221,0.0005410183,0.0009343148,0.0008884638,0.005093336,0.006126485,0.002472558,0.005370698,0.007149803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273762,"about_ca_system_score_gemma":0.003023743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531328,"about_ca_topic_score_gemma":0.002669501,"domain_scores_codex":[0.9992323,0.0002779658,0.0000365693,0.0001136657,0.0002815819,0.00005795313],"domain_scores_gemma":[0.9992292,0.0005125969,0.00002990973,0.00008366158,0.0001027401,0.00004180744],"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":[0.00001061479,0.00007336322,0.0001946283,0.0004053618,0.00001944299,0.0000985314,0.002850063,0.003288089,0.001262253,0.8495445,0.03215056,0.1101026],"study_design_scores_gemma":[0.00001440914,0.00002611698,0.00009432897,0.0004346256,0.0000122896,0.0001844897,0.001294033,0.003863053,0.0008668459,0.7058086,0.2873821,0.00001904933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.003549733,0.004977226,0.524448,0.008197696,0.001188412,0.0002743447,0.00008887378,0.0004890893,0.4567867],"genre_scores_gemma":[0.05105841,0.009313702,0.643571,0.002735323,0.0004317408,0.0004631854,0.0003488956,0.0005722878,0.2915055],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0204801,"threshold_uncertainty_score":0.06851274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04383780105714997,"score_gpt":0.2472879701250652,"score_spread":0.2034501690679153,"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."}}