{"id":"W6930138946","doi":"10.5255/ukda-sn-8679-3","title":"Quarterly Labour Force Survey Household Dataset, April - June, 2020","year":2021,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","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; Data collection; Work force; Spring (device)","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"],"consensus_categories":[],"category_scores_codex":[0.0007855401,0.0005600728,0.00055527,0.000130686,0.0001774159,0.0001880787,0.003756805,0.0003726316,0.000557323],"category_scores_gemma":[0.001255615,0.00059926,0.0001024687,0.0002748958,0.0002532521,0.00001357887,0.003707953,0.0007840003,0.0002395046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002072128,"about_ca_system_score_gemma":0.0006704909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00585413,"about_ca_topic_score_gemma":0.0712576,"domain_scores_codex":[0.9954045,0.0008441589,0.0004442834,0.002029058,0.000524171,0.0007538727],"domain_scores_gemma":[0.9924994,0.0002378348,0.0002064903,0.006658083,0.0001214361,0.0002767906],"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":[0.0001815949,0.0001438977,0.000109159,0.0001495913,0.000338948,0.0001554998,0.00001019069,0.000002637737,0.002764417,0.000004154008,0.99543,0.0007099035],"study_design_scores_gemma":[0.0006113498,0.0002641826,0.001639662,0.00004416757,0.00006075631,0.00003910012,0.00006857131,0.0000141423,0.0002187429,0.00004086463,0.9963461,0.0006523205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004829712,0.002244258,0.0005138895,0.0001130118,0.0004053414,0.0004931475,0.9956909,0.00001207197,0.00004437315],"genre_scores_gemma":[0.0001058562,0.00260066,0.0002195877,0.0003747126,0.0005879713,0.00005261921,0.9946862,0.00007501631,0.001297403],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06540347,"threshold_uncertainty_score":0.9996459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251310156173492,"score_gpt":0.3196525907707475,"score_spread":0.2771394892090125,"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."}}