{"id":"W1555508809","doi":"","title":"Information technology management practices: A descriptive analysis of the challenges facing information technology managers","year":2012,"lang":"en","type":"article","venue":"","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Action (physics); Descriptive statistics; Information technology; Perception; Knowledge management; Public relations; Best practice; Marketing; Psychology; Management; Political 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":[0.002620853,0.00022637,0.000435358,0.002374252,0.002149107,0.002671953,0.0006158427,0.0005274108,0.001787683],"category_scores_gemma":[0.008827032,0.0003836283,0.0004050462,0.003189532,0.0008331823,0.00235712,0.001648503,0.0009704387,0.0003731645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003236875,"about_ca_system_score_gemma":0.004848581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01224315,"about_ca_topic_score_gemma":0.02020277,"domain_scores_codex":[0.9978985,0.0004461326,0.0003223495,0.0001603635,0.0007038213,0.0004687739],"domain_scores_gemma":[0.9918635,0.003404968,0.002039707,0.000221216,0.00178258,0.0006879901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008732605,0.0002857837,0.6599845,0.0007379596,0.00002801803,0.0009635819,0.2996618,0.0001249257,0.001309325,0.001001372,0.002453374,0.03336202],"study_design_scores_gemma":[0.000003666083,0.0001571649,0.4283495,0.0003321983,0.0000131202,0.0005343187,0.5591616,0.0001770551,0.0003362086,0.0002266,0.0106766,0.00003197994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995922,0.0004081168,0.00027154,0.0004894393,0.00000683754,0.0001486433,0.0007454818,0.000006155532,0.002001816],"genre_scores_gemma":[0.9953502,0.0009194336,0.0008971702,0.0002030342,0.00001065757,0.0003320987,0.0007582905,0.00000785062,0.001521115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224315,"threshold_uncertainty_score":0.02434379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101269574554547,"score_gpt":0.2476754850916948,"score_spread":0.2166627893461494,"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."}}