{"id":"W6930038251","doi":"10.5255/ukda-sn-9017-2","title":"Quarterly Labour Force Survey Household Dataset, April - June, 2022","year":2023,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Nausea and vomiting management","field":"Medicine","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","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":[0.001749581,0.0006078771,0.0009337455,0.0005659138,0.0001991524,0.0001552242,0.002575893,0.0002137182,0.0003294068],"category_scores_gemma":[0.0007290722,0.0005670165,0.0001029345,0.0005186709,0.0001598932,0.0001754403,0.00241238,0.00120431,0.004773193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006067306,"about_ca_system_score_gemma":0.0002755239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01785444,"about_ca_topic_score_gemma":0.02018863,"domain_scores_codex":[0.9956074,0.0003817179,0.0007105523,0.001590106,0.0008939711,0.0008162722],"domain_scores_gemma":[0.9910851,0.0008737179,0.0003673598,0.00725956,0.00004115662,0.000373069],"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":[0.0002361657,0.0001633363,0.0001807262,0.0007482461,0.0005165723,0.0008608946,0.00001729438,7.461795e-7,0.00001231137,0.00003965292,0.996663,0.0005610644],"study_design_scores_gemma":[0.001372782,0.0003085483,0.01141272,0.0003158685,0.0005797783,0.00003286044,0.00005324844,0.00003231207,0.000001444518,0.0001349526,0.9852225,0.0005329642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007854309,0.0001213312,0.0001593006,0.0003467941,0.001444741,0.001013041,0.9965795,0.000170676,0.00008603109],"genre_scores_gemma":[0.000008077114,0.0008945154,0.0003119731,0.001122848,0.0009910228,0.00005611025,0.9899622,0.0001150677,0.00653822],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01144047,"threshold_uncertainty_score":0.9996781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07920005607075048,"score_gpt":0.3247441188599216,"score_spread":0.2455440627891711,"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."}}