{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002413004,0.00008985552,0.0001765494,0.0002288961,0.00003518004,0.00002976596,0.0002410136,0.00003383048,0.000005411433],"category_scores_gemma":[0.00009712718,0.00006439461,0.00001496618,0.0004243492,0.00005206008,0.001244036,0.000122142,0.00007293887,0.000002012486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001586619,"about_ca_system_score_gemma":0.00003399947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001650534,"about_ca_topic_score_gemma":0.0002601685,"domain_scores_codex":[0.9990327,0.00004021714,0.0005802756,0.00007895713,0.0001536255,0.0001142416],"domain_scores_gemma":[0.9991772,0.0001719555,0.0002638776,0.0002205285,0.0001333585,0.00003312609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004808122,0.0004276608,0.5221355,0.00009684837,0.00003395054,4.096307e-7,0.3032496,0.001422319,0.0002079081,0.00631658,0.0000284586,0.1660327],"study_design_scores_gemma":[0.003627533,0.0003727985,0.94273,0.00005607308,0.000005491558,0.000004798017,0.004497381,0.02629287,0.01911649,0.0001992176,0.002840933,0.0002564176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965423,0.000008205444,0.001340589,0.00005853611,0.00004705088,0.0001939267,0.00001128004,0.00002105849,0.001776993],"genre_scores_gemma":[0.999375,0.000002311557,0.0005724211,0.00003553822,0.000003792056,0.000003165347,0.000003823068,0.000001080665,0.000002843275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4205945,"threshold_uncertainty_score":0.2625936,"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."}}