{"id":"W2102370463","doi":"","title":"Frontiers and Opportunities in Productivity Research","year":2014,"lang":"en","type":"article","venue":"International productivity monitor","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Developing country; Human capital; Economics; Capital (architecture); Business; Economic growth; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04622447,0.001320276,0.001899256,0.008397907,0.003755742,0.01775801,0.002996133,0.008629154,0.01267338],"category_scores_gemma":[0.04367289,0.0006081223,0.001488523,0.01074187,0.01866659,0.03818529,0.007715215,0.0116722,0.002467035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008930967,"about_ca_system_score_gemma":0.01356375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002064626,"about_ca_topic_score_gemma":0.001572502,"domain_scores_codex":[0.9831928,0.008345593,0.0009252012,0.002053722,0.003270363,0.002212297],"domain_scores_gemma":[0.8858696,0.08564422,0.004297378,0.005001078,0.01110657,0.00808119],"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":[0.0001493283,0.0001945512,0.002778361,0.001486309,0.0000378376,0.0002129401,0.002452833,0.001109145,0.0003068599,0.8002173,0.02805921,0.1629954],"study_design_scores_gemma":[0.00002834671,0.0001044014,0.002326677,0.00232874,0.00001553159,0.0002051209,0.006149292,0.001446693,0.0002517481,0.8073118,0.1797642,0.00006747946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0108198,0.4275655,0.01905778,0.4853517,0.005945275,0.00004115816,0.0003097085,0.0001751035,0.05073385],"genre_scores_gemma":[0.3391152,0.563831,0.0277982,0.0248382,0.03373786,0.0002775169,0.0005200868,0.0001416434,0.009740345],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04622447,"threshold_uncertainty_score":0.2444613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175671091808821,"score_gpt":0.2900942105903382,"score_spread":0.1725271014094562,"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."}}