{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.003410495,0.002031207,0.002183883,0.00112597,0.0006673365,0.002074719,0.01983685,0.0007822025,0.01560175],"category_scores_gemma":[0.002617836,0.002067766,0.0002628875,0.001653772,0.0008309855,0.002440693,0.02714863,0.004993069,0.04114135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010301,"about_ca_system_score_gemma":0.001797487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03583474,"about_ca_topic_score_gemma":0.1964559,"domain_scores_codex":[0.9849305,0.00327063,0.001611005,0.005404185,0.002359399,0.002424311],"domain_scores_gemma":[0.9748122,0.002784823,0.001229436,0.01978303,0.0004156229,0.0009749073],"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":[0.0006389781,0.0004398922,0.0007032822,0.0006544589,0.001250624,0.002468816,0.00003650109,0.00001065555,0.00002456397,0.00001105784,0.9936699,0.00009133024],"study_design_scores_gemma":[0.00135651,0.0001229362,0.03685014,0.0004940124,0.0007203482,0.0002522102,0.00003721157,0.0001060834,0.000006741759,0.0001896041,0.9577546,0.002109569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003539078,0.0006619407,0.0002596437,0.0001815466,0.002032517,0.001472258,0.9951548,0.00008591789,0.0001160058],"genre_scores_gemma":[0.00001000641,0.001058749,0.0009662237,0.0004722264,0.001961918,0.0001593282,0.993852,0.0003712778,0.001148227],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1606212,"threshold_uncertainty_score":0.999243,"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."}}