{"id":"W3125431182","doi":"","title":"Plant Turnover and Productivity Growth in Canadian Manufacturing","year":2002,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Productivity; Manufacturing sector; Competition (biology); Total factor productivity; Political science; Welfare economics; Economics; Economy; International economics; Economic growth; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002379107,0.0003101036,0.0006681132,0.002234087,0.0001180636,0.0002107393,0.0004479304,0.0004775267,0.0002802347],"category_scores_gemma":[0.0004406211,0.0004083447,0.00007726537,0.0002129186,0.0001824346,0.0002010577,0.0004662699,0.001879164,0.00005414061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905306,"about_ca_system_score_gemma":0.000240822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0942708,"about_ca_topic_score_gemma":0.2215225,"domain_scores_codex":[0.9967052,0.00006142869,0.0008986979,0.001236087,0.00006316545,0.001035383],"domain_scores_gemma":[0.99869,0.0001193656,0.0002409154,0.0006329421,0.00003652896,0.0002802211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000555127,0.000239964,0.899857,0.0006380542,0.0001060505,0.0001420716,0.001271437,0.001061866,0.00000571843,0.06194904,0.0004546074,0.03421871],"study_design_scores_gemma":[0.001203214,0.00006257343,0.8098375,0.0002124027,0.000002182467,0.00002708045,0.0001339235,0.008836925,0.0003156869,0.05266411,0.1254828,0.001221644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8287007,0.0003660247,9.480227e-7,0.001649057,0.0004439175,0.0006217001,0.0005055739,0.00001907041,0.167693],"genre_scores_gemma":[0.9942555,0.003141543,0.0001253927,0.0001315039,0.0001666269,0.0001130733,0.0000750323,0.0000552758,0.001936052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.165757,"threshold_uncertainty_score":0.9998369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04370343073114168,"score_gpt":0.2528615424414702,"score_spread":0.2091581117103285,"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."}}