{"id":"W6967550036","doi":"10.5255/ukda-sn-7908-16","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, April 2001 - September 2022: Secure Access","year":2023,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unemployment; Current Population Survey; Population; 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":[0.002517744,0.001283676,0.001306553,0.002971222,0.0006951549,0.001505586,0.001838166,0.001687679,0.120262],"category_scores_gemma":[0.01309436,0.0008916269,0.0007228663,0.007712989,0.000173984,0.001173859,0.00148093,0.00162935,0.1247771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483216,"about_ca_system_score_gemma":0.003094469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06114018,"about_ca_topic_score_gemma":0.06672692,"domain_scores_codex":[0.9984279,0.0003009983,0.0002881419,0.0002689073,0.0004417242,0.0002724677],"domain_scores_gemma":[0.9951786,0.0006770389,0.0006015859,0.0005878212,0.002608805,0.0003462026],"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":[0.00007075319,0.00002247795,0.001669249,0.0002532897,0.00001684824,0.00001573407,0.00002694953,0.0001160995,0.00002272349,0.0001599448,0.9942229,0.003402999],"study_design_scores_gemma":[0.0009104377,0.0001113834,0.08106482,0.0007548028,0.00007391705,0.00007530172,0.0003331893,0.000599292,0.0001394095,0.0007909055,0.9150924,0.0000542229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003069484,0.00004278642,0.00007344448,0.0001164203,0.0000351778,0.00005881159,0.9980671,0.00007514094,0.001224199],"genre_scores_gemma":[0.001463807,0.00009094797,0.0002370818,0.0001252719,0.00003462768,0.00075632,0.9905763,0.000045478,0.006670113],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.120262,"threshold_uncertainty_score":0.4023165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050357589741135,"score_gpt":0.3818995961928364,"score_spread":0.2768638372187228,"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."}}