{"id":"W4210996440","doi":"10.1002/aris.1440360109","title":"Competitive intelligence","year":2002,"lang":"en","type":"article","venue":"Annual Review of Information Science and Technology","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Benchmarking; Productivity; Best practice; Citation; Library science; Competitive intelligence; Quality (philosophy); Sociology; Management; Computer science; Knowledge management","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":[0.00141713,0.0007726431,0.0006108196,0.002854145,0.001958955,0.0101109,0.001171322,0.002737486,0.06264395],"category_scores_gemma":[0.004425892,0.0002269144,0.0003510622,0.003567435,0.002990104,0.005645722,0.002299777,0.001905938,0.02362596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003247581,"about_ca_system_score_gemma":0.005035652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004468511,"about_ca_topic_score_gemma":0.007019024,"domain_scores_codex":[0.9979379,0.000311619,0.00006165283,0.0002144731,0.001282977,0.0001914224],"domain_scores_gemma":[0.9982842,0.0003036552,0.0001112683,0.000272875,0.0007894256,0.0002385423],"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":[0.00001433636,0.00004021293,0.0003351728,0.0001936493,0.00001298771,0.0000473075,0.0002935087,0.0001294268,0.0001209967,0.5199342,0.2986413,0.1802368],"study_design_scores_gemma":[0.000004616342,0.00001089068,0.0004355112,0.0001863203,0.000006202194,0.00007032039,0.0002301859,0.00009890112,0.00007313914,0.08261143,0.9162663,0.000006265227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0008206154,0.02090916,0.002018083,0.01615204,0.002061525,0.00003793269,0.0001373993,0.000087197,0.957776],"genre_scores_gemma":[0.1357618,0.06943919,0.005211434,0.01969015,0.006993419,0.0002277687,0.001084208,0.000150708,0.7614412],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06264395,"threshold_uncertainty_score":0.2095649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158611248831384,"score_gpt":0.2642444253431958,"score_spread":0.2483833004600574,"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."}}