{"id":"W4408741076","doi":"10.1108/s0733-558x20250000091014","title":"Spaces for Creativity and Innovation within and Across Organizational Boundaries: Introduction","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Creativity; Knowledge management; Business; Economic geography; Sociology; Geography; Psychology; Computer science; Social psychology","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":[0.0004220156,0.0009366223,0.0005302947,0.00146869,0.00172358,0.006349753,0.001168162,0.002772811,0.02013456],"category_scores_gemma":[0.0005503359,0.0004365774,0.0005879003,0.002371225,0.005342348,0.008425063,0.003305008,0.002963501,0.003692793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722288,"about_ca_system_score_gemma":0.00149514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725325,"about_ca_topic_score_gemma":0.003697925,"domain_scores_codex":[0.9996794,0.00009159698,0.00001723611,0.00005779788,0.0001094754,0.00004438526],"domain_scores_gemma":[0.999663,0.0002092279,0.00001658634,0.00002363056,0.00004935097,0.00003827667],"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":[0.000008444572,0.00002592476,0.00006242134,0.0003925775,0.000003360653,0.0001208009,0.002200444,0.0004061525,0.0004129237,0.8944398,0.03560621,0.06632096],"study_design_scores_gemma":[0.000003243276,0.00001752661,0.0001733937,0.0004448908,0.000002875837,0.0002250587,0.001185116,0.000232024,0.0001400204,0.2474697,0.7500947,0.00001132862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003865331,0.2343899,0.0447521,0.01197555,0.006219506,0.0001235892,0.0002053285,0.0001874244,0.6982813],"genre_scores_gemma":[0.1125125,0.2240842,0.03862242,0.005789513,0.008893824,0.0007398307,0.00041341,0.0003958188,0.6085485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02013456,"threshold_uncertainty_score":0.06735682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076473302596164,"score_gpt":0.2513906220285351,"score_spread":0.2306258890025734,"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."}}