{"id":"W6892563045","doi":"10.5255/ukda-sn-6702-26","title":"Monthly Wages and Salaries Survey, 2000-2022: Secure Access","year":2022,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Social Robot Interaction and HRI","field":"Psychology","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; Key (lock)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004921903,0.000353668,0.0004803066,0.0002526445,0.0003877526,0.0002921966,0.002345153,0.0002150053,0.182734],"category_scores_gemma":[0.0004609678,0.0003630871,0.00006156665,0.0001912845,0.000231982,0.0002398186,0.003572177,0.00141368,0.0003279259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004121103,"about_ca_system_score_gemma":0.0001622371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02672056,"about_ca_topic_score_gemma":0.03637847,"domain_scores_codex":[0.9970462,0.0009048452,0.0003504124,0.0009902654,0.0003178437,0.0003904228],"domain_scores_gemma":[0.9962075,0.001336897,0.0002096738,0.002069332,0.00003166298,0.0001449075],"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":[0.0001860754,0.0001002866,0.0008872907,0.00003356504,0.0003487645,0.0001236412,0.0009520198,7.327753e-7,3.962018e-7,0.0001422702,0.996173,0.001051942],"study_design_scores_gemma":[0.0003098254,0.00006345735,0.03453308,0.00001698969,0.0001075204,0.00001966045,0.0006003993,0.000003323471,2.276351e-7,0.0003240555,0.9636736,0.0003478392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006730048,0.001026757,0.00001508481,0.0003381881,0.003546696,0.0003378734,0.9918882,0.00004668031,0.002733284],"genre_scores_gemma":[0.00004363574,0.000729874,0.00002217239,0.001129089,0.0004339938,0.0000832551,0.9961987,0.00003720292,0.001322057],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1824061,"threshold_uncertainty_score":0.9998821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056167862721673,"score_gpt":0.4181014250090159,"score_spread":0.3124846387368486,"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."}}