{"id":"W6930045430","doi":"10.5255/ukda-sn-7674-6","title":"Labour Force Survey Household Datasets, 2002-2019: Secure Access","year":2019,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unemployment; Sample (material); Current Population Survey; Population; Work (physics); Population projection; Survey data collection; Survey sampling","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001390275,0.0007910983,0.001176218,0.0003101472,0.0002770132,0.0001667908,0.007666093,0.0007701509,0.004050265],"category_scores_gemma":[0.0007352268,0.0006789207,0.0001198963,0.0002642291,0.0003407537,0.0005811774,0.006330371,0.001570652,0.01008228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003384354,"about_ca_system_score_gemma":0.0004001422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009081015,"about_ca_topic_score_gemma":0.004404537,"domain_scores_codex":[0.9939693,0.001817033,0.000749336,0.002404214,0.0001431665,0.0009169364],"domain_scores_gemma":[0.9879611,0.0008178288,0.0007065373,0.01035939,0.00007958795,0.00007556406],"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":[0.000148395,0.00011111,0.0008193653,0.0004035268,0.0007818032,0.00003445991,0.0000323155,0.00000357982,0.000224545,0.00004088901,0.9972669,0.000133121],"study_design_scores_gemma":[0.0008521616,0.0001005914,0.01366089,0.0003760746,0.0001937078,0.0001353539,0.00001537556,2.274189e-7,0.00009006159,0.00007423799,0.9837208,0.0007805409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004224418,0.01574609,0.000113204,0.00004646221,0.00456792,0.001235763,0.977994,0.00005873021,0.0001955765],"genre_scores_gemma":[0.000109392,0.002112761,0.00002996794,0.00030312,0.0003650323,0.00003969581,0.9893712,0.00006857257,0.007600279],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01363333,"threshold_uncertainty_score":0.9995662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07425174003343912,"score_gpt":0.3162815466295789,"score_spread":0.2420298065961398,"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."}}