{"id":"W2033994897","doi":"10.2139/ssrn.1094213","title":"Canadian Firm and Job Dynamics","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Boom; Productivity; Economics; Labour economics; Product market; Commodity market; Creative destruction; Commodity; Product (mathematics); Job creation; Market economy; Macroeconomics; Finance; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039796,0.0002404562,0.0003156953,0.004177833,0.005241584,0.003399102,0.0009404626,0.001057197,0.03337816],"category_scores_gemma":[0.006452613,0.0002255877,0.0003281785,0.006635176,0.001052088,0.001021076,0.0009440657,0.001307364,0.00177118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05593064,"about_ca_system_score_gemma":0.04839582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941737,"about_ca_topic_score_gemma":0.997852,"domain_scores_codex":[0.9991066,0.00006281581,0.00001860231,0.00008083097,0.0002989379,0.0004321929],"domain_scores_gemma":[0.9942839,0.0008202203,0.0004562722,0.0001062073,0.002092415,0.002241103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004650771,0.0003020171,0.5411283,0.000271679,0.0001077673,0.0006212102,0.008391474,0.006472011,0.000386972,0.1292762,0.2232682,0.08930915],"study_design_scores_gemma":[0.00004144226,0.00003961832,0.8361133,0.0001966012,0.00005165005,0.0001074926,0.01149696,0.003601461,0.0002012433,0.005278258,0.1427873,0.00008479171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7086561,0.005772078,0.0004919301,0.02106804,0.0002309265,0.00007365898,0.02024915,0.00008791326,0.2433703],"genre_scores_gemma":[0.9432604,0.001966708,0.0001268959,0.0003843075,0.0000456502,0.00001233303,0.002034776,0.00002195729,0.05214697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05593064,"threshold_uncertainty_score":0.4058071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136966767089713,"score_gpt":0.1817151354958865,"score_spread":0.1703454678249893,"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."}}