{"id":"W7161847385","doi":"10.82308/41723","title":"An exploratory study on information work activities of competitive intelligence professionals","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exploratory research; Work (physics); Exploratory analysis; Order (exchange)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00540005,0.000332912,0.0004829846,0.002983194,0.004291874,0.004078754,0.001037993,0.001320166,0.003687906],"category_scores_gemma":[0.01963681,0.0005114868,0.0002352706,0.003367771,0.002660248,0.002726493,0.002518537,0.0009896618,0.0006671132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003114062,"about_ca_system_score_gemma":0.004804038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02493164,"about_ca_topic_score_gemma":0.04425925,"domain_scores_codex":[0.9933014,0.002837966,0.000333855,0.0005482063,0.001540383,0.001438214],"domain_scores_gemma":[0.9797886,0.01214905,0.002402706,0.0006436026,0.002907324,0.002108755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001428437,0.0003768773,0.09553673,0.0001663097,0.00001368411,0.0005362183,0.8768272,0.00003235457,0.0008298556,0.0006785762,0.0009950919,0.0238643],"study_design_scores_gemma":[0.00001281913,0.0003543488,0.0923732,0.0000932481,0.000005902838,0.0001798227,0.897424,0.0001190166,0.0002635792,0.0001895787,0.00896077,0.00002367588],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951262,0.0001112762,0.0001961375,0.0002562623,0.000006770535,0.00005792381,0.00006153392,0.000003972711,0.004179823],"genre_scores_gemma":[0.9967499,0.0002142076,0.0003801422,0.0002308957,0.00001343677,0.00009314602,0.00009060807,0.000006892274,0.002220725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02493164,"threshold_uncertainty_score":0.04957306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383735203353145,"score_gpt":0.3034753421669503,"score_spread":0.2696379901334189,"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."}}