{"id":"W2169878965","doi":"","title":"Canadian Labour Productivity Differences Across Firm Size Classes, 2002 to 2008","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Gross domestic product; Business; Labour economics; Product (mathematics); Agricultural economics; Demographic economics; Economics; Economic growth","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002616385,0.0004860567,0.001051282,0.001028281,0.0003605981,0.0006559933,0.001321867,0.0007202394,0.00258161],"category_scores_gemma":[0.002120776,0.000605419,0.0001778696,0.0006307223,0.0002409263,0.0002768456,0.0009867705,0.002079984,0.001317172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002671303,"about_ca_system_score_gemma":0.0008606666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1533256,"about_ca_topic_score_gemma":0.2590789,"domain_scores_codex":[0.9949147,0.0001023883,0.001294622,0.001830348,0.0001224346,0.001735581],"domain_scores_gemma":[0.9967983,0.0003224877,0.0004065308,0.001564163,0.0002475807,0.0006609834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009703955,0.0006101858,0.7912244,0.0006494767,0.0003762923,0.00006174842,0.002998638,0.001871133,0.00004027524,0.07276052,0.01940306,0.1099072],"study_design_scores_gemma":[0.0004415911,0.00008757117,0.5556163,0.00009053237,0.000001530844,0.000004748963,0.0003140359,0.001118118,0.00003480117,0.0167373,0.424606,0.0009475049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8728999,0.0003475749,0.000003442148,0.00693408,0.001274113,0.001354552,0.001659472,0.00004792038,0.115479],"genre_scores_gemma":[0.9418833,0.001873491,0.0006224866,0.0006563278,0.0004673098,0.0006037338,0.00006003916,0.00009374106,0.05373961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4052029,"threshold_uncertainty_score":0.9996397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04876128057850332,"score_gpt":0.2932037991055845,"score_spread":0.2444425185270812,"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."}}