{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005776233,0.00008314008,0.0001428612,0.0002860101,0.0002910293,0.0000342828,0.0001185215,0.0000650752,0.0001038759],"category_scores_gemma":[0.00003845309,0.00009551592,0.00004004864,0.0002078129,0.00003427449,0.0001483064,0.00001077373,0.0007259018,0.0001524785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381456,"about_ca_system_score_gemma":0.0007368686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02158484,"about_ca_topic_score_gemma":0.2103262,"domain_scores_codex":[0.9984722,0.000005490426,0.000275216,0.0001398127,0.00002431041,0.001082998],"domain_scores_gemma":[0.9996428,0.000007763676,0.0001123971,0.00009223621,0.00002866086,0.000116147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002130857,0.000005120733,0.1711523,0.000001017585,0.0000241761,0.000004077554,0.00006144003,0.000001739348,4.613247e-7,0.8273609,0.0003904423,0.0009962782],"study_design_scores_gemma":[0.0006304572,0.000124333,0.1216328,0.00000387042,0.000002836316,0.001440368,0.0002367671,0.001483916,0.000001782174,0.8355325,0.03864069,0.0002697185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452697,0.005184706,0.003038348,0.006371879,0.0002962294,0.0000705334,0.00002990464,0.00001839335,0.0397203],"genre_scores_gemma":[0.989383,0.003513605,0.00007533504,0.0004875546,0.00009919652,0.000001343701,0.000005730991,0.0000141841,0.006420085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1887413,"threshold_uncertainty_score":0.9849305,"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."}}