{"id":"W3122443824","doi":"","title":"The productivity effect of public R&D in the Netherlands","year":2020,"lang":"en","type":"preprint","venue":"VUBIR (Vrije Universiteit Brussel)","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Total factor productivity; Economics; Quarter (Canadian coin); Productivity; Shock (circulatory); Error correction model; Monetary economics; Econometrics; Cointegration; Macroeconomics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002459023,0.0002630306,0.0005280922,0.000374696,0.000238026,0.0001284736,0.001168248,0.0002509388,0.00006179009],"category_scores_gemma":[0.0004312428,0.0001882193,0.0002153304,0.000972535,0.000200273,0.0001698765,0.0004411922,0.0008695711,0.0001043958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301492,"about_ca_system_score_gemma":0.00008459704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005736742,"about_ca_topic_score_gemma":0.00008660468,"domain_scores_codex":[0.99826,0.0002318391,0.0005392935,0.0005280937,0.00009230761,0.0003484234],"domain_scores_gemma":[0.9980062,0.0003782384,0.0006839179,0.0008252874,0.00006182218,0.00004458808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001916853,0.0001321368,0.06791569,0.000438615,0.0003219413,0.00002640779,0.006361193,0.0002995855,0.00003554,0.9045592,0.01347028,0.006247703],"study_design_scores_gemma":[0.002334457,0.0005872941,0.1005477,0.0001101782,0.00006804793,0.00001194663,0.000997978,0.002322519,0.0006048463,0.08487713,0.8064801,0.001057814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8259032,0.002309305,0.0007105228,0.05067025,0.00119116,0.001477585,0.0003941197,0.00008841979,0.1172554],"genre_scores_gemma":[0.9982653,0.0002149308,0.00003854869,0.0002686797,0.0003208028,0.00001185234,0.00005134073,0.0000236734,0.0008048905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8196821,"threshold_uncertainty_score":0.767536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04909651219555164,"score_gpt":0.2289984727457393,"score_spread":0.1799019605501877,"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."}}