{"id":"W3124808515","doi":"","title":"Firm Dynamics: Variation in Profitability Across Canadian Firms of Different Sizes, 2000 to 2009","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Profitability index; Volatility (finance); Business; Variation (astronomy); Econometrics; Industrial organization; Economics; Monetary economics; Financial economics; Finance","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"],"consensus_categories":[],"category_scores_codex":[0.003460823,0.0003599485,0.001000284,0.001410278,0.0001075956,0.0001223032,0.0007920713,0.0006870751,0.0004875139],"category_scores_gemma":[0.0008656985,0.000454167,0.0001628425,0.0005368814,0.0001500509,0.0001827702,0.0005959616,0.001404337,0.00008769404],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006777833,"about_ca_system_score_gemma":0.0006282608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07962946,"about_ca_topic_score_gemma":0.3445942,"domain_scores_codex":[0.9956094,0.0001081294,0.001831146,0.001072198,0.0001028607,0.001276286],"domain_scores_gemma":[0.9975588,0.000223432,0.0004760716,0.0012171,0.0001397918,0.0003848393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001084323,0.0005097353,0.9291853,0.000432124,0.0000839766,0.000005607783,0.00406415,0.00518966,0.0000123418,0.03049956,0.0001170809,0.02979202],"study_design_scores_gemma":[0.0006285388,0.00006295548,0.9579438,0.0001137001,0.000001794903,8.477751e-7,0.0002664585,0.02046764,0.00002086038,0.01377142,0.006175295,0.0005466931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504864,0.0002088434,0.00002198083,0.001536854,0.000757723,0.001521279,0.002436827,0.00001796739,0.04301219],"genre_scores_gemma":[0.9970167,0.0005599066,0.0003336214,0.0001405974,0.0001248032,0.0003320582,0.0002657464,0.00005965414,0.001166884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2649647,"threshold_uncertainty_score":0.999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03624669932994241,"score_gpt":0.2938286259971795,"score_spread":0.2575819266672371,"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."}}