{"id":"W2097418095","doi":"10.5539/ibr.v4n4p62","title":"Investigate Competitive Intelligence Process: An Exploratory Study in Tunisian Companies","year":2011,"lang":"en","type":"article","venue":"International Business Research","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competitive intelligence; Business; Competitive advantage; Exploratory research; Marketing; Process (computing); Market intelligence; Knowledge management; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001421919,0.000234429,0.0002444082,0.001521227,0.0002027851,0.0003914894,0.001444996,0.0000600716,0.001580531],"category_scores_gemma":[0.0006814942,0.0002261284,0.00003645336,0.002195182,0.0004612978,0.002615054,0.0005929781,0.0004891287,0.001442362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001101595,"about_ca_system_score_gemma":0.0001464525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832613,"about_ca_topic_score_gemma":0.01113407,"domain_scores_codex":[0.9973563,0.0001092817,0.0004765585,0.0006134534,0.0009729798,0.0004714383],"domain_scores_gemma":[0.9956003,0.0001249165,0.0001148754,0.0003431751,0.003775357,0.00004138357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005035346,0.004293595,0.8513473,0.0001753213,0.00007813545,0.0005097397,0.01504151,0.0001665424,0.0002875819,0.1213921,0.0001667649,0.006037784],"study_design_scores_gemma":[0.0006015764,0.0001385568,0.8235286,0.0005107997,0.00001308892,0.000007858353,0.09400961,0.004409581,0.001176174,0.06747704,0.007416013,0.000711043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8675925,0.00004988694,0.0004581786,0.0003555573,0.0005955175,0.0005989245,0.000004408775,0.0001035654,0.1302415],"genre_scores_gemma":[0.9985618,0.00001934422,0.00006906221,0.000204873,0.0006881537,0.0001822214,0.00002930187,0.00003527436,0.0002099813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1309693,"threshold_uncertainty_score":0.9993351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.219661561500691,"score_gpt":0.3871619966353203,"score_spread":0.1675004351346293,"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."}}