{"id":"W6967152787","doi":"10.5255/ukda-sn-7908-12","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, April 2001 - September 2021: Secure Access","year":2022,"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":[0.002601809,0.001246288,0.001351217,0.00296717,0.0007558927,0.001485111,0.00187244,0.001697629,0.1108064],"category_scores_gemma":[0.01392792,0.0009051019,0.0007582288,0.007569181,0.0001795263,0.001180091,0.001536893,0.001726124,0.1165718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158768,"about_ca_system_score_gemma":0.003252052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06713109,"about_ca_topic_score_gemma":0.07199365,"domain_scores_codex":[0.9982893,0.0003343893,0.0003114019,0.0002856544,0.0004779265,0.0003013316],"domain_scores_gemma":[0.9947399,0.0007249267,0.000680621,0.0005966231,0.002887301,0.0003704875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007021683,0.00002369803,0.001897367,0.0002702852,0.00001810477,0.00001506798,0.00003080131,0.0001201907,0.00002109768,0.0001721656,0.9938444,0.003516557],"study_design_scores_gemma":[0.0009186507,0.0001212135,0.09161601,0.0008488575,0.00008056984,0.00007684546,0.0003920473,0.0006162954,0.0001401567,0.0008198041,0.9043106,0.00005880634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003470645,0.00004754109,0.00007677921,0.0001303195,0.0000366641,0.00006704611,0.9979273,0.00007372041,0.001293647],"genre_scores_gemma":[0.001609786,0.000101968,0.0002448393,0.0001429254,0.00003700977,0.0008817231,0.9904234,0.00004392894,0.006514409],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1108064,"threshold_uncertainty_score":0.3706844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08563686698915668,"score_gpt":0.3673733964868189,"score_spread":0.2817365294976623,"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."}}