{"id":"W6948629278","doi":"10.5255/ukda-sn-6702-27","title":"Monthly Wages and Salaries Survey, 2000-2022: 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":"Earnings; Index (typography); Stratified sampling; Quarter (Canadian coin); Cover (algebra); Business information; Small business","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":["open_science","insufficient_payload"],"category_scores_codex":[0.002022208,0.0009841593,0.001104748,0.0007686001,0.0007205465,0.001010589,0.009123412,0.0002552606,0.03084915],"category_scores_gemma":[0.002024651,0.0009949744,0.00008276091,0.0006932148,0.0008035563,0.001057658,0.02938753,0.00248561,0.0008478915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303104,"about_ca_system_score_gemma":0.0008371334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02823907,"about_ca_topic_score_gemma":0.1213895,"domain_scores_codex":[0.9927211,0.001985312,0.0006742521,0.002418381,0.001238261,0.0009627106],"domain_scores_gemma":[0.9900425,0.002003863,0.0004638066,0.00705235,0.00006596815,0.0003715261],"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":[0.0002793341,0.0001269889,0.001467891,0.0002486306,0.0004887047,0.0004060399,0.0002177354,0.00001081453,0.00000581729,0.0000155164,0.9965076,0.0002249037],"study_design_scores_gemma":[0.000538723,0.00008572626,0.02647141,0.00007183426,0.0003747687,0.00003861469,0.00009331598,0.0000604728,0.000002856816,0.0004393864,0.970794,0.001028847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000145258,0.002809102,0.000005402426,0.00008359285,0.0006421532,0.0009240938,0.9950438,0.0001406359,0.0002059395],"genre_scores_gemma":[0.00002246108,0.001803377,0.000129356,0.0002444309,0.0003009601,0.0001311904,0.9970236,0.000223083,0.0001215299],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09315044,"threshold_uncertainty_score":0.9999301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05989131013198128,"score_gpt":0.3280811517903289,"score_spread":0.2681898416583476,"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."}}