{"id":"W6892392417","doi":"10.5255/ukda-sn-8675-3","title":"Labour Force Survey Five-Quarter Longitudinal Dataset, January 2019 - March 2020","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); Sample (material); Unemployment; Survey data collection; Work (physics); Data collection; Longitudinal study; Longitudinal data","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.003310373,0.001778271,0.002004654,0.0007349083,0.000496739,0.0007651603,0.01204977,0.0005758072,0.007123233],"category_scores_gemma":[0.002160664,0.00184291,0.000243376,0.001211817,0.0007462538,0.001201759,0.01795885,0.003597909,0.06088468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936996,"about_ca_system_score_gemma":0.001531208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03760039,"about_ca_topic_score_gemma":0.1017291,"domain_scores_codex":[0.9860744,0.003272984,0.001513159,0.004914696,0.002069671,0.002155126],"domain_scores_gemma":[0.9761783,0.002939532,0.0009615048,0.01879325,0.0002573041,0.000870063],"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":[0.0006626725,0.0004093171,0.0007504033,0.000445878,0.001148033,0.003082862,0.00002665209,0.000007483543,0.0000365951,0.0000113195,0.9933484,0.00007036774],"study_design_scores_gemma":[0.001235121,0.0001699384,0.04461297,0.000382289,0.0005882824,0.0003614227,0.00005007512,0.0001082962,0.000003419176,0.0001311933,0.9504924,0.001864604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004353933,0.001168708,0.00013308,0.0001891033,0.001248584,0.001375309,0.9956153,0.0001042269,0.0001221735],"genre_scores_gemma":[0.000004828662,0.001360169,0.001374416,0.0005561792,0.001537406,0.00009380992,0.9936214,0.0002929599,0.001158809],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06412871,"threshold_uncertainty_score":0.9994963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04589921048938649,"score_gpt":0.3207357347335625,"score_spread":0.274836524244176,"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."}}