{"id":"W3183573187","doi":"10.1016/j.jmacro.2024.103643","title":"Large firms and the cyclicality of US labour productivity","year":2024,"lang":"en","type":"article","venue":"Journal of Macroeconomics","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Stylized fact; Productivity; Flexibility (engineering); Labour economics; Business cycle; Economics; Relevance (law); Macroeconomics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006961039,0.0001226165,0.000143557,0.001559488,0.0002683155,0.00127977,0.000169606,0.0002900643,0.001516829],"category_scores_gemma":[0.006985325,0.0001133822,0.0001535284,0.002960477,0.000493185,0.0005244983,0.000575249,0.0003897132,0.0001691233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020049,"about_ca_system_score_gemma":0.0003694153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01563928,"about_ca_topic_score_gemma":0.01806407,"domain_scores_codex":[0.9998015,0.00003521515,0.00002042852,0.00005663803,0.00003742867,0.0000489162],"domain_scores_gemma":[0.9940469,0.001601917,0.003255475,0.0003723891,0.0004317785,0.0002915431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002066013,0.00004773409,0.9156031,0.00007197328,0.000085368,0.0003905548,0.001025275,0.009494745,0.001637379,0.02051962,0.005167077,0.04575069],"study_design_scores_gemma":[0.00001167906,0.00003200166,0.9737183,0.00004108749,0.00003017157,0.0001830631,0.0003524665,0.006623083,0.0005618368,0.01035585,0.008070552,0.00001972107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847541,0.002075455,0.001898883,0.001375767,0.00002683503,0.0000100097,0.001684127,0.00004720046,0.008127564],"genre_scores_gemma":[0.9988343,0.0003699881,0.0001056876,0.00004244579,0.00002227166,0.000003640787,0.0003365173,0.000003657938,0.0002814982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01563928,"threshold_uncertainty_score":0.03109652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431180951661237,"score_gpt":0.2288794717167686,"score_spread":0.2145676622001562,"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."}}