{"id":"W6949438114","doi":"10.5255/ukda-sn-6727-33","title":"Quarterly Labour Force Survey, 1992-2022: 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; Work (physics); Sample (material); Survey data collection; Rest (music); Work force; Official statistics","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":[0.0019406,0.001302682,0.001353939,0.003212544,0.0005810756,0.001405145,0.001318732,0.0009744675,0.06164029],"category_scores_gemma":[0.008820951,0.0006778687,0.0005595667,0.01012857,0.0001764072,0.001456373,0.001230331,0.001331181,0.08892288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729971,"about_ca_system_score_gemma":0.003262645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0825619,"about_ca_topic_score_gemma":0.07260676,"domain_scores_codex":[0.9979772,0.0003171253,0.0003865892,0.0003504844,0.0006794733,0.0002891716],"domain_scores_gemma":[0.9946659,0.0005339084,0.0007054013,0.0003394754,0.00337113,0.000384205],"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":[0.0001770173,0.00005840345,0.0126712,0.0007056343,0.00003551455,0.00003210066,0.0000931388,0.0001372081,0.0000794527,0.0002520008,0.9702219,0.01553632],"study_design_scores_gemma":[0.000461017,0.0001207874,0.3488864,0.0007327375,0.00006076273,0.00008796921,0.0005353192,0.0003763555,0.0001391878,0.0003515797,0.6482029,0.00004499738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001201031,0.00017465,0.00008460171,0.0001951852,0.0000640504,0.0001346056,0.9942988,0.0001025023,0.003744499],"genre_scores_gemma":[0.005007728,0.0005530181,0.0003601771,0.0002840321,0.00007981576,0.001300258,0.97896,0.00007002972,0.01338503],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0825619,"threshold_uncertainty_score":0.2062073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05091623712972775,"score_gpt":0.3363864998706771,"score_spread":0.2854702627409493,"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."}}