{"id":"W6930130345","doi":"10.5255/ukda-sn-7909-13","title":"Labour Force Survey Five-Quarter Longitudinal Dataset, July 2010 - March 2022: 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; 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":[0.002121512,0.001163022,0.001278538,0.002489929,0.0006213146,0.001434977,0.001592653,0.001333592,0.1406858],"category_scores_gemma":[0.011617,0.0007506301,0.0007666686,0.00616341,0.0001822607,0.001238571,0.001583624,0.001356125,0.1342207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426313,"about_ca_system_score_gemma":0.003305989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0771731,"about_ca_topic_score_gemma":0.09305593,"domain_scores_codex":[0.9986633,0.0002433362,0.0002583038,0.0002314142,0.0003595504,0.0002440767],"domain_scores_gemma":[0.9963464,0.000511033,0.0004107223,0.0003938691,0.00205618,0.0002817345],"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":[0.00004973013,0.00001248301,0.001126291,0.0002626961,0.00001481254,0.000009699294,0.00001758011,0.0000801569,0.000016608,0.000166637,0.9953814,0.002861947],"study_design_scores_gemma":[0.0007323583,0.00008052181,0.0554524,0.001005065,0.00007460237,0.00006053791,0.0002913568,0.0004835812,0.0001131623,0.0009666507,0.9406857,0.00005417483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001864457,0.00004147514,0.00005976563,0.0001031306,0.00003456268,0.00004262069,0.9983732,0.00006522617,0.001093582],"genre_scores_gemma":[0.001150072,0.0001026581,0.0002308725,0.0001478046,0.00003707208,0.0006292609,0.9922851,0.00004625542,0.005370868],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1406858,"threshold_uncertainty_score":0.4706408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07350569768803601,"score_gpt":0.3545136541626411,"score_spread":0.2810079564746051,"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."}}