{"id":"W1487122249","doi":"","title":"Which Firms Have High Job Vacancy Rates in Canada","year":2001,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Workforce; Business; Competition (biology); Job creation; Labour economics; Economics; Economic growth","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":[],"consensus_categories":[],"category_scores_codex":[0.002161696,0.0002453128,0.0008022746,0.0002221194,0.0003335821,0.0001210303,0.0004257129,0.00009509197,0.0008288053],"category_scores_gemma":[0.002343223,0.000230078,0.00007494654,0.001419671,0.0002482423,0.0004315114,0.0003501532,0.0006026081,0.00008721335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009980836,"about_ca_system_score_gemma":0.000334493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8071232,"about_ca_topic_score_gemma":0.9872608,"domain_scores_codex":[0.9969348,0.0001399559,0.0008752331,0.0006906718,0.000268316,0.001091075],"domain_scores_gemma":[0.9980738,0.0007012957,0.00009444189,0.0005143094,0.0004144494,0.0002016852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008813011,0.00005262106,0.7345398,0.00006108404,0.000179315,0.00006900227,0.0001913969,0.00004138533,0.000002835207,0.2619601,0.002140529,0.0006737279],"study_design_scores_gemma":[0.0005195057,0.00008927768,0.7454496,0.00004009744,0.000004338715,0.00000326591,0.001014784,0.0005693876,0.000007249825,0.203255,0.04870864,0.0003388567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415941,0.006306346,0.00001671792,0.0187706,0.0002744191,0.000273037,0.0001405578,0.00001887061,0.03260531],"genre_scores_gemma":[0.982307,0.01304437,0.00004062422,0.0004292262,0.0001541478,0.00008009659,0.00001276577,0.00002665879,0.0039051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1801375,"threshold_uncertainty_score":0.9382311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08397440386206971,"score_gpt":0.3306347445542681,"score_spread":0.2466603406921984,"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."}}