{"id":"W2756623336","doi":"10.1561/103.00000014","title":"New Information Technology Implementation and Workplace Productivity","year":2017,"lang":"en","type":"article","venue":"Data Envelopment Analysis Journal","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Productivity; Business; Information technology; Knowledge management; Computer science; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003221567,0.00008658702,0.0001377866,0.0004397437,0.0003481165,0.0004913794,0.0003914657,0.00003764538,0.0001180611],"category_scores_gemma":[0.00004066593,0.00007786752,0.0000203591,0.0001908168,0.00002119443,0.002215842,0.0001587592,0.0001361188,0.00001609233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004033768,"about_ca_system_score_gemma":0.00003603787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005714085,"about_ca_topic_score_gemma":0.0001694614,"domain_scores_codex":[0.9994513,0.000007583038,0.0002003494,0.00004416409,0.0001360623,0.0001604873],"domain_scores_gemma":[0.9992888,0.000005979407,0.0001288024,0.0004775415,0.00002462448,0.00007423728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000008215919,0.000005914444,0.3322827,0.00001436779,0.00162322,0.000001358708,0.002657779,0.0005196746,0.0003154364,0.0001823598,0.03820514,0.6241838],"study_design_scores_gemma":[0.0007461565,0.00002122805,0.7545246,0.00001578559,0.0009239104,0.00006894954,0.002381444,0.002924249,0.003038799,0.0004527776,0.2345233,0.0003787827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9036613,0.0002984839,0.09097081,0.003187102,0.0003403738,0.0001278469,0.00008536069,0.000111543,0.001217236],"genre_scores_gemma":[0.9942345,0.0005589662,0.004631101,0.00001876704,0.0001348438,0.000001261386,0.0002958497,0.000005357535,0.0001193443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.623805,"threshold_uncertainty_score":0.4738382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923389727457159,"score_gpt":0.2984496396294645,"score_spread":0.2792157423548929,"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."}}