{"id":"W1531405563","doi":"","title":"Productivity Concepts, Trends And Prospects: An Overview","year":2002,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Economics; Productivity model; Ranking (information retrieval); Multifactor productivity; Production (economics); Econometrics; Estimation; Total factor productivity; Macroeconomics; 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":[0.00399453,0.001912229,0.00117511,0.01558738,0.001164746,0.006416698,0.001485939,0.002179121,0.008879594],"category_scores_gemma":[0.009012606,0.0006529926,0.000830371,0.0246176,0.00229885,0.0129004,0.001887729,0.003668791,0.005110763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0051372,"about_ca_system_score_gemma":0.002967921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004268074,"about_ca_topic_score_gemma":0.001726578,"domain_scores_codex":[0.9980552,0.0003583811,0.0001964945,0.0003264321,0.0008755984,0.0001879231],"domain_scores_gemma":[0.9962001,0.002321274,0.0003318938,0.0001000845,0.0008890362,0.000157534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004920668,0.00009297959,0.002284527,0.003180833,0.0000427958,0.0001161577,0.0003909272,0.001685462,0.0002070365,0.3391555,0.1053505,0.547444],"study_design_scores_gemma":[0.000006633206,0.00006826392,0.003924453,0.002082611,0.00001875109,0.0003231046,0.0004501886,0.0008462134,0.0001632706,0.166667,0.8253952,0.00005432082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001545669,0.9107244,0.01530051,0.01702305,0.00278892,0.00005235783,0.0005301342,0.0002207163,0.0518142],"genre_scores_gemma":[0.01276339,0.9657518,0.006297392,0.002016106,0.005212543,0.0001082414,0.0004432415,0.00008570719,0.007321587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01558738,"threshold_uncertainty_score":0.03727323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09749268311122417,"score_gpt":0.3271685172087171,"score_spread":0.2296758340974929,"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."}}