{"id":"W7019223296","doi":"","title":"An exploratory study on information work activities of competitive intelligence professionals","year":2008,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Government (linguistics); Quality (philosophy); Information system; Circumstantial evidence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003519106,0.0003092526,0.0004311318,0.0004516205,0.0002106171,0.000333213,0.0008355305,0.0001292648,0.001892607],"category_scores_gemma":[0.00009585601,0.0002856049,0.0000735986,0.0005009517,0.00005576131,0.003347881,0.0001627358,0.0003007149,0.001811489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003757333,"about_ca_system_score_gemma":0.0001540456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005336173,"about_ca_topic_score_gemma":0.0008880427,"domain_scores_codex":[0.9984531,0.00004757056,0.000564028,0.0003269201,0.0004231296,0.0001852858],"domain_scores_gemma":[0.9981881,0.0001136625,0.0007397094,0.0003565714,0.0005860871,0.00001588657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004058124,0.008708242,0.01071541,0.0006669323,0.0004037166,0.00006128687,0.144147,0.0001221719,0.0004158346,0.008874683,0.002424108,0.8194025],"study_design_scores_gemma":[0.0004762763,0.000486385,0.0214732,0.003631918,0.0001608934,7.951264e-7,0.8815235,0.00009594409,0.03021015,0.000391897,0.06028451,0.00126456],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8031042,0.00003311369,0.00004371434,0.00001118817,0.0007827301,0.001274426,0.0000148202,0.000005850876,0.19473],"genre_scores_gemma":[0.996093,0.00001360263,0.00006733293,0.00007643853,0.0003001568,0.0001318453,0.0007794971,0.00002374628,0.002514408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8181379,"threshold_uncertainty_score":0.9999596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05971567144478911,"score_gpt":0.342084241713463,"score_spread":0.2823685702686739,"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."}}