{"id":"W3122669704","doi":"","title":"News and knowledge capital","year":2009,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Productivity; Business cycle; Boom; Shock (circulatory); Total factor productivity; Economics; Investment (military); Monetary economics; Production (economics); Consumption (sociology); Capital (architecture); Value (mathematics); Industrial organization; Business; Microeconomics; Macroeconomics; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0005169415,0.0003509421,0.0003623874,0.0005130398,0.0005609757,0.002841098,0.0004786838,0.00167506,0.01062752],"category_scores_gemma":[0.00362671,0.0002013527,0.0005492884,0.000536528,0.0009855636,0.00274594,0.0009935801,0.001160694,0.0009847081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071373,"about_ca_system_score_gemma":0.0005890914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00271669,"about_ca_topic_score_gemma":0.001378836,"domain_scores_codex":[0.999772,0.00006874602,0.000009421281,0.00005062974,0.00003983194,0.00005934777],"domain_scores_gemma":[0.9984688,0.0008443437,0.000332016,0.0001152718,0.0001053529,0.0001342354],"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":[0.0001014809,0.00008010313,0.003115559,0.000122333,0.00004479606,0.0004572613,0.0002087945,0.0403325,0.0009134483,0.9240018,0.008097935,0.02252408],"study_design_scores_gemma":[0.00006909358,0.0001274425,0.003044595,0.00009964365,0.00006478194,0.000258861,0.0001438475,0.1717176,0.001173353,0.7885035,0.03473761,0.00005961212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.381133,0.0103682,0.2108783,0.05306694,0.001747602,0.0001170868,0.002120835,0.0004328928,0.3401351],"genre_scores_gemma":[0.9642514,0.002223231,0.004240841,0.0005302578,0.0003460706,0.00003970809,0.0001545241,0.00002280487,0.02819116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01062752,"threshold_uncertainty_score":0.03555256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0476485729578847,"score_gpt":0.293847925894707,"score_spread":0.2461993529368223,"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."}}