{"id":"W6929881905","doi":"10.5255/ukda-sn-8872-2","title":"Quarterly Labour Force Survey, July - September, 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; Documentation; Current Population Survey; Population; Work (physics); Work force; Sample (material); Data collection","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":["insufficient_payload"],"category_scores_codex":[0.003159794,0.001157603,0.001274283,0.0007703029,0.0005458142,0.0003950146,0.01023048,0.0002701625,0.1424562],"category_scores_gemma":[0.0007595531,0.001264464,0.0002151533,0.0009506688,0.0003426801,0.000582988,0.006318679,0.002893142,0.08798552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002107825,"about_ca_system_score_gemma":0.0008745289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01776832,"about_ca_topic_score_gemma":0.07429515,"domain_scores_codex":[0.989579,0.003435564,0.001046064,0.002855469,0.001680904,0.001402973],"domain_scores_gemma":[0.9838016,0.001906311,0.0009390655,0.01275202,0.0001034479,0.0004975735],"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":[0.0002661829,0.0002763449,0.00003100433,0.000174652,0.0005547496,0.0004972229,0.0001126867,0.000006057335,0.00002833482,0.0000172616,0.9975965,0.0004389829],"study_design_scores_gemma":[0.0009238973,0.0003488263,0.001189357,0.00007581,0.0002996234,0.00008512293,0.000094754,0.00003136481,0.000001081869,0.0005173432,0.9951059,0.001326922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002098581,0.0003316394,0.0000411024,0.00002105075,0.001393317,0.001005268,0.9956853,0.00011582,0.001385449],"genre_scores_gemma":[0.000004050698,0.0001483412,0.000371021,0.000246506,0.0006612916,0.0001715164,0.9934718,0.0003203325,0.004605125],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05652682,"threshold_uncertainty_score":0.9994072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03976630104138645,"score_gpt":0.3070011158977877,"score_spread":0.2672348148564012,"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."}}