{"id":"W6892387944","doi":"10.5255/ukda-sn-7909-12","title":"Labour Force Survey Five-Quarter Longitudinal Dataset, July 2010 - December 2021: Secure Access","year":2022,"lang":"en","type":"dataset","venue":"VocBench (University of Rome Tor Vergata)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unemployment; Population; Current Population Survey; Survey data collection; Sample (material); Work (physics); Population projection; Survey methodology","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":[0.002231572,0.001151587,0.001332365,0.002535087,0.0006762929,0.001469301,0.001606712,0.001367633,0.1340095],"category_scores_gemma":[0.01241682,0.0007733392,0.0007698576,0.006311708,0.0001856777,0.001258606,0.001617809,0.001474575,0.1306189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512212,"about_ca_system_score_gemma":0.003379102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07773434,"about_ca_topic_score_gemma":0.0923947,"domain_scores_codex":[0.9985256,0.0002731966,0.0002830144,0.0002509342,0.0003964461,0.0002708293],"domain_scores_gemma":[0.9959232,0.0005744115,0.0004756691,0.0004235479,0.002295334,0.0003078218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004890584,0.00001401694,0.001267058,0.0002634191,0.00001473679,0.000009420156,0.00001957797,0.00008232569,0.00001534873,0.0001729186,0.9951174,0.002974821],"study_design_scores_gemma":[0.0007285376,0.00008850053,0.06350029,0.001029697,0.00007328294,0.00006136196,0.0003245634,0.0005085836,0.0001160757,0.0009692922,0.932543,0.00005673565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002123483,0.00004406654,0.000062355,0.0001111687,0.00003616193,0.00004776103,0.9982565,0.00006592694,0.001163728],"genre_scores_gemma":[0.001227459,0.0001060251,0.0002351479,0.0001550375,0.00003837384,0.0006963634,0.9921377,0.00004483277,0.005359022],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1340095,"threshold_uncertainty_score":0.4483065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906869805794018,"score_gpt":0.2636774969884952,"score_spread":0.234608798930555,"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."}}