{"id":"W2159222485","doi":"10.2139/ssrn.1282056","title":"Organizational Redesign, Information Technologies and Workplace Productivity","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Productivity; Business; Knowledge management; Information technology; Industrial organization; Operations management; Engineering; Computer science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009175608,0.0001195294,0.0001081884,0.0002860454,0.0005245615,0.0001758506,0.0001606953,0.00005180791,0.00001648541],"category_scores_gemma":[0.0002501922,0.0001044923,0.00002585231,0.0004340907,0.00006602835,0.001546163,0.0001052355,0.000596685,0.00006791177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001627895,"about_ca_system_score_gemma":0.0001749039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002942937,"about_ca_topic_score_gemma":0.00005017443,"domain_scores_codex":[0.9986793,0.000009036311,0.000182793,0.0001242284,0.0002336677,0.0007710096],"domain_scores_gemma":[0.999568,0.00001400183,0.0001637275,0.0001136085,0.0001346364,0.000005978852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001272724,0.0001380044,0.2415409,0.0001137816,0.0002122495,0.00001319554,0.0004178656,0.0008634627,0.0001782201,0.6679931,0.008860883,0.07954115],"study_design_scores_gemma":[0.002141142,0.0001114078,0.01971242,0.0000705437,0.0001164451,0.001056839,0.01738987,0.003065971,0.0001318014,0.8086459,0.1466022,0.000955446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8067545,0.001837861,0.1322753,0.0404993,0.0006988451,0.0007214624,0.000001191713,0.001207241,0.01600434],"genre_scores_gemma":[0.9977424,0.0005326889,0.0001552802,0.0002095469,0.0003965251,0.000004098395,0.000007865281,0.00001135845,0.0009403011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2218285,"threshold_uncertainty_score":0.426107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005965545307727488,"score_gpt":0.1729892101332859,"score_spread":0.1670236648255584,"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."}}