{"id":"W6911299669","doi":"10.5255/ukda-sn-7909-11","title":"Labour Force Survey Five-Quarter Longitudinal Dataset, July 2010 - March 2021: Secure Access","year":2021,"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; Population; Current Population Survey; Survey data collection; Sample (material); Work (physics); Population projection","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":[0.002199213,0.001140545,0.001317097,0.002482963,0.0006742018,0.001430701,0.001637374,0.001361989,0.130273],"category_scores_gemma":[0.01233303,0.0007724974,0.0007910946,0.006171436,0.0001851018,0.001252617,0.001613457,0.001454421,0.1254999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519924,"about_ca_system_score_gemma":0.003443311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08243116,"about_ca_topic_score_gemma":0.09745095,"domain_scores_codex":[0.9985483,0.0002725741,0.0002774877,0.0002470047,0.0003879646,0.0002666221],"domain_scores_gemma":[0.9960201,0.0005483758,0.0004633286,0.0004080077,0.002259577,0.0003006986],"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":[0.00004979027,0.00001361246,0.00128406,0.0002709774,0.00001566066,0.000009560596,0.00002018423,0.00008340456,0.00001564604,0.0001775895,0.9951272,0.002932316],"study_design_scores_gemma":[0.0007565531,0.00008933642,0.06419505,0.001090756,0.00008065271,0.00006333915,0.0003442241,0.0005176947,0.0001163153,0.001010427,0.9316766,0.00005912028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002151465,0.0000450156,0.0000641435,0.0001133112,0.0000357291,0.00004978042,0.998238,0.00006532097,0.001173572],"genre_scores_gemma":[0.001276247,0.0001105795,0.0002468494,0.0001639087,0.0000387346,0.0007492522,0.9920554,0.00004534679,0.005313756],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.130273,"threshold_uncertainty_score":0.4358067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07621218107077747,"score_gpt":0.3568855993722698,"score_spread":0.2806734183014923,"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."}}