{"id":"W2132845345","doi":"","title":"What Is To Be Done for Better Productivity Measurement","year":2008,"lang":"en","type":"article","venue":"International productivity monitor","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Productivity; Economics; Multifactor productivity; Production (economics); Balance sheet; Order (exchange); Partial productivity; Total factor productivity; National accounts; Capital (architecture); Service (business); Balance (ability); Public economics; Econometrics; Industrial organization; Macroeconomics; Economy; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06071966,0.002711571,0.003455807,0.00739982,0.003817041,0.01913032,0.00412387,0.007347896,0.01638898],"category_scores_gemma":[0.1438365,0.0009573796,0.002478808,0.0107701,0.007267452,0.04562319,0.004984958,0.009053168,0.009171455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008891191,"about_ca_system_score_gemma":0.01637835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009028373,"about_ca_topic_score_gemma":0.00444066,"domain_scores_codex":[0.9559414,0.01932159,0.003894505,0.0049985,0.01281646,0.003027564],"domain_scores_gemma":[0.8566219,0.04453372,0.01529039,0.02491869,0.05338889,0.005246411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001456644,0.0004541393,0.01307112,0.005660266,0.0005441844,0.0001526643,0.001813846,0.002678858,0.001953515,0.2483656,0.1929341,0.532226],"study_design_scores_gemma":[0.0001415772,0.0002506673,0.03059474,0.009916345,0.0002907083,0.0005077396,0.009128063,0.004670944,0.003199973,0.6057011,0.3351108,0.0004872794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008063192,0.05515486,0.09597235,0.7847214,0.02090798,0.0002773776,0.00128092,0.002128572,0.03149328],"genre_scores_gemma":[0.3379231,0.0781231,0.4261002,0.1089246,0.02868515,0.001393925,0.002529122,0.001553688,0.01476699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06071966,"threshold_uncertainty_score":0.3211201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103298930803159,"score_gpt":0.2641486021026528,"score_spread":0.1538187090223369,"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."}}