{"id":"W2518310101","doi":"10.4102/sajim.v18i2.731","title":"Empowering insight: The role of collaboration in the evolution of intelligence practice","year":2016,"lang":"en","type":"article","venue":"South African journal of information management","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Knowledge management; AKA; Competitive intelligence; Process (computing); Agile software development; Business; Sociology; Computer science","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":[0.03028871,0.0004564088,0.000397615,0.004682543,0.00917266,0.01674262,0.002237115,0.003111715,0.003134621],"category_scores_gemma":[0.05977252,0.0004961794,0.0006235178,0.003177541,0.03756285,0.02071754,0.01987138,0.004249767,0.0004055299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005937787,"about_ca_system_score_gemma":0.008813508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666386,"about_ca_topic_score_gemma":0.0024019,"domain_scores_codex":[0.947227,0.04143471,0.001222595,0.002761771,0.004814368,0.002539618],"domain_scores_gemma":[0.8960965,0.07799379,0.008662474,0.00677938,0.004942378,0.005525419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000635414,0.00006575773,0.01084294,0.0001876593,0.00002080552,0.0009391998,0.8188867,0.0002789953,0.0007598787,0.122938,0.001386745,0.0436298],"study_design_scores_gemma":[0.00005190164,0.0002169757,0.01091682,0.0008097916,0.00004236589,0.001682763,0.6826496,0.002228661,0.0008889771,0.1915566,0.1088553,0.0001003398],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6934478,0.003703802,0.09371563,0.04158245,0.0005203641,0.0002789809,0.00009352133,0.0004055739,0.1662518],"genre_scores_gemma":[0.9907451,0.0004324264,0.007075651,0.0004135626,0.00003482481,0.00005325375,0.00001778525,0.00003231334,0.001195079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03028871,"threshold_uncertainty_score":0.1601839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00874278079144475,"score_gpt":0.2469770687716475,"score_spread":0.2382342879802027,"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."}}