{"id":"W6967732891","doi":"10.5255/ukda-sn-8852-2","title":"Quarterly Labour Force Survey Household Dataset, April - June, 2021","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; Work (physics); Sample (material); Survey data collection; Northern ireland; Work force; Data collection; Data source","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":[0.004285366,0.001636677,0.001718141,0.001146442,0.0008023115,0.0006594823,0.01697079,0.0003649432,0.07573647],"category_scores_gemma":[0.001280947,0.001791303,0.0001945769,0.001374566,0.0005521686,0.001070783,0.01163949,0.003722651,0.01606266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002608832,"about_ca_system_score_gemma":0.001182665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05799529,"about_ca_topic_score_gemma":0.1576498,"domain_scores_codex":[0.9864862,0.00361285,0.001476845,0.004184134,0.002311196,0.001928763],"domain_scores_gemma":[0.9727942,0.002219935,0.001313712,0.02286826,0.00007193809,0.0007319205],"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":[0.0004507894,0.0004314409,0.00005702027,0.0002205229,0.0006452744,0.0008494687,0.00007073218,0.00001881817,0.00003233273,0.00004770247,0.9968452,0.0003306639],"study_design_scores_gemma":[0.001220273,0.0002813023,0.001429413,0.00008335878,0.0004656041,0.0001148082,0.0001208962,0.00004847234,0.000001770532,0.00020295,0.9941429,0.0018882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002551068,0.0004025793,0.00008314937,0.00005204868,0.002186424,0.001334685,0.9956714,0.0001703275,0.00007385799],"genre_scores_gemma":[0.000003450066,0.0004898106,0.0005040442,0.0005698769,0.0008627381,0.0002124546,0.9956117,0.0005100122,0.001235913],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09965452,"threshold_uncertainty_score":0.9996381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06113531056325734,"score_gpt":0.2971951411255861,"score_spread":0.2360598305623288,"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."}}