{"id":"W4399326297","doi":"10.5772/intechopen.114285","title":"Engineering the Future: Entrepreneurship, Design Innovation, and Lifelong Learning","year":2024,"lang":"en","type":"book-chapter","venue":"Education and human development","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Lifelong learning; Entrepreneurship; Knowledge management; Engineering ethics; Engineering management; Engineering; Business; Computer science; Sociology; Pedagogy","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":[0.0004001735,0.0005238893,0.0002315647,0.0006484063,0.001400941,0.00475091,0.0004756722,0.001174585,0.007757049],"category_scores_gemma":[0.0004719138,0.000169985,0.0002308771,0.000746045,0.003044365,0.003452497,0.001943674,0.001897767,0.002461575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392689,"about_ca_system_score_gemma":0.002348526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002031,"about_ca_topic_score_gemma":0.00314912,"domain_scores_codex":[0.9997178,0.00009283515,0.000007349649,0.00002414835,0.0001248974,0.00003296448],"domain_scores_gemma":[0.9998078,0.00008563911,0.00001169516,0.00001715851,0.00002874337,0.00004901121],"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":[0.000009633578,0.00005159368,0.0001603462,0.0002189788,0.000004739681,0.0001681414,0.003038941,0.0004255132,0.0003093098,0.7610189,0.1063084,0.1282854],"study_design_scores_gemma":[0.000002393586,0.00001085642,0.0001518241,0.0003122155,0.000001566429,0.0001605625,0.000887371,0.0002016309,0.0001384187,0.1255309,0.8725979,0.000004290049],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003760731,0.1047168,0.008218938,0.01186628,0.001869384,0.00004414755,0.00003042121,0.0001105037,0.8693829],"genre_scores_gemma":[0.07978447,0.07029916,0.008693349,0.004742286,0.0008876433,0.0001360399,0.00008850896,0.0001054456,0.8352631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007757049,"threshold_uncertainty_score":0.0259499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297089563220257,"score_gpt":0.2078318427449097,"score_spread":0.1948609471127071,"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."}}