{"id":"W6929996773","doi":"10.5255/ukda-sn-7908-10","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, April 2001 - March 2021: Secure Access","year":2021,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Music and Audio Processing","field":"Computer Science","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":[0.0025932,0.001242812,0.001346782,0.002941056,0.0007326108,0.001470415,0.001876495,0.001653987,0.1060532],"category_scores_gemma":[0.01394246,0.0009042904,0.0007762797,0.00757968,0.0001791991,0.001170929,0.001508743,0.001725174,0.1099964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619711,"about_ca_system_score_gemma":0.00331334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07275344,"about_ca_topic_score_gemma":0.07751385,"domain_scores_codex":[0.9983045,0.0003311873,0.0003116093,0.0002848752,0.0004747755,0.0002931656],"domain_scores_gemma":[0.9947231,0.0007211513,0.0006775032,0.000601074,0.002907214,0.0003700014],"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":[0.00007304519,0.00002348089,0.001957036,0.0002767302,0.00001931955,0.00001522631,0.00003114824,0.0001257467,0.000021685,0.0001761446,0.9937426,0.003537784],"study_design_scores_gemma":[0.0009609345,0.0001190159,0.09314841,0.0008509601,0.00008569838,0.00007674441,0.0003919396,0.0006376607,0.0001415151,0.0008298006,0.9026978,0.00005959882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003413202,0.00004725536,0.00007706964,0.0001261369,0.00003540637,0.00006657613,0.9979996,0.00007278251,0.001233771],"genre_scores_gemma":[0.001591883,0.0001028472,0.0002533475,0.0001397408,0.00003593458,0.0008676235,0.9907637,0.00004365086,0.006201214],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1060532,"threshold_uncertainty_score":0.3547833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08168270149927893,"score_gpt":0.3481474686390094,"score_spread":0.2664647671397305,"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."}}