{"id":"W1570828566","doi":"","title":"Consultants and their clients. Highlights of a study of success factors in information consulting","year":2005,"lang":"en","type":"article","venue":"INFOtrend","topic":"Information Architecture and Usability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curiosity; Information technology consulting; Public relations; Qualitative research; Value (mathematics); Management; Psychology; Sociology; Political science; Information system; Social psychology; Management information systems; Information technology management; Social science; Computer science","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":[0.01852399,0.0004077608,0.0007363071,0.002654745,0.01846534,0.01304145,0.001338329,0.003472565,0.004892455],"category_scores_gemma":[0.06587716,0.001121797,0.0002023981,0.005813301,0.007893183,0.005743356,0.0049889,0.005180268,0.001126014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.010735,"about_ca_system_score_gemma":0.01592539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03631772,"about_ca_topic_score_gemma":0.06443665,"domain_scores_codex":[0.9605503,0.02530195,0.001041345,0.001092835,0.008285199,0.00372829],"domain_scores_gemma":[0.9128619,0.05444892,0.006361004,0.001551012,0.009667836,0.01510948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002829806,0.0001356348,0.01667225,0.000120493,0.00000585171,0.0008531268,0.9487858,0.00001950159,0.0001353306,0.003849478,0.008634541,0.02075973],"study_design_scores_gemma":[0.000007039976,0.00004374071,0.00799743,0.000101078,0.000004018923,0.0003723564,0.9796256,0.00003741616,0.00007973083,0.0005397442,0.01117929,0.00001253189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8862325,0.00610768,0.00113172,0.0599825,0.0002955415,0.000245006,0.00008488412,0.00006816871,0.04585205],"genre_scores_gemma":[0.9848091,0.0022922,0.0005050685,0.003692182,0.00006665114,0.0002038026,0.00002332225,0.00003145327,0.00837619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03631772,"threshold_uncertainty_score":0.09796542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330751301271595,"score_gpt":0.2503328511206466,"score_spread":0.2370253381079307,"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."}}