{"id":"W4407878139","doi":"10.1504/ijeim.2024.144577","title":"Competitive intelligence as a creative tool for the innovation process: an exploratory study in SMEs","year":2024,"lang":"en","type":"article","venue":"International Journal of Entrepreneurship and Innovation Management","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Trois-Rivières","funders":"","keywords":"Innovation process; Process (computing); Exploratory research; Creativity; Competitive intelligence; Business; Entrepreneurship; Knowledge management; Innovation management; Competitive advantage; Process management; Marketing; Computer science; Psychology; Work in process; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001232426,0.0001509208,0.0001426125,0.001804647,0.00007260252,0.0006007741,0.0004068712,0.00002552253,0.000137319],"category_scores_gemma":[0.0003190682,0.0001136136,0.00003818853,0.001854959,0.00005985106,0.001691016,0.000115008,0.0001676405,0.00002048541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006414566,"about_ca_system_score_gemma":0.00004236944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001350376,"about_ca_topic_score_gemma":0.00005980024,"domain_scores_codex":[0.9984343,0.00002583644,0.0007408795,0.0002547265,0.0004188284,0.0001254207],"domain_scores_gemma":[0.9973867,0.0001868047,0.0003346503,0.0001067335,0.001979407,0.00000570167],"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":[0.0002610951,0.00034878,0.01783911,0.00008606248,0.0002213659,0.00007108212,0.002030938,0.0002832723,0.0000682574,0.8760023,0.0001738601,0.1026139],"study_design_scores_gemma":[0.002930008,0.001097003,0.127037,0.002750521,0.0004782596,0.00006871724,0.1692981,0.01631818,0.003196267,0.4995963,0.1760245,0.001205159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622062,0.0002887653,0.02389185,0.00253427,0.0018532,0.0009662042,0.000004555269,0.0000423919,0.008212592],"genre_scores_gemma":[0.9977746,0.00007726582,0.00006730943,0.0009073851,0.0008084886,0.000081698,0.00001528245,0.00001425364,0.0002537421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3764059,"threshold_uncertainty_score":0.5793278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016978635811132,"score_gpt":0.341660531016164,"score_spread":0.2914907446580527,"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."}}