{"id":"W2473463201","doi":"10.1007/978-3-319-20520-5_11","title":"The Master of Design in Strategic Foresight and Innovation (SFI) at OCAD University","year":2015,"lang":"en","type":"book-chapter","venue":"Understanding innovation","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Futures studies; Sustainability; Resilience (materials science); Knowledge management; Process management; Strategic planning; Management; Engineering; Business; Engineering management; Computer science; Marketing; Economics; Artificial intelligence","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":[0.002826885,0.0007243182,0.0006141198,0.001348748,0.003501302,0.005922153,0.000525433,0.001801326,0.02394548],"category_scores_gemma":[0.003153107,0.0004807763,0.0004055712,0.001246836,0.00373793,0.005035994,0.00201762,0.003740156,0.004464775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008249726,"about_ca_system_score_gemma":0.008473998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01101023,"about_ca_topic_score_gemma":0.02028997,"domain_scores_codex":[0.9987398,0.0003539968,0.00004473853,0.000224826,0.0004837534,0.0001528916],"domain_scores_gemma":[0.9985822,0.0007242727,0.00004394459,0.00008527187,0.0002548955,0.0003094093],"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":[0.00001494237,0.00004816575,0.000317277,0.0001175604,0.000003664849,0.00004148054,0.003173068,0.0006231444,0.0002326637,0.4749202,0.3444632,0.1760446],"study_design_scores_gemma":[0.00000339713,0.00001255964,0.0002104441,0.0002026668,0.000002421029,0.00004523437,0.0006440736,0.0005029041,0.0003712373,0.07490917,0.9230858,0.00001005261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006499397,0.04492693,0.06271447,0.09816841,0.008590424,0.0001087666,0.0003381206,0.000710332,0.7779432],"genre_scores_gemma":[0.06439909,0.02140313,0.01896291,0.003947704,0.001129752,0.0001501406,0.0001491264,0.0004936117,0.8893646],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02394548,"threshold_uncertainty_score":0.0801056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4196149496747123,"score_gpt":0.2873728765606001,"score_spread":0.1322420731141122,"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."}}