{"id":"W6929825048","doi":"10.5255/ukda-sn-8876-1","title":"Quarterly Labour Force Survey Household Dataset, July - September, 2021","year":2021,"lang":"en","type":"other","venue":"UK Data Archive","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","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; Work force; Data collection; Data source","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":[0.0003211599,0.0004176924,0.0004601651,0.0001423937,0.00005923533,0.00007959467,0.001717931,0.0003177281,0.00293754],"category_scores_gemma":[0.0001218557,0.0004053355,0.0001035711,0.0001415501,0.00008537326,0.000003713646,0.001191437,0.0002730197,0.0003541428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006187556,"about_ca_system_score_gemma":0.0001931326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258003,"about_ca_topic_score_gemma":0.01827514,"domain_scores_codex":[0.9972085,0.0004744358,0.0003007478,0.001349709,0.0002745484,0.0003920174],"domain_scores_gemma":[0.9954033,0.00005482391,0.0002660682,0.00405744,0.00002325507,0.0001950484],"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":[0.00002897603,0.00005169411,0.0001499343,0.00003889578,0.0004755646,0.00006086217,0.000006156294,0.000002521491,0.05073238,0.000003558417,0.9480677,0.0003817755],"study_design_scores_gemma":[0.000335887,0.00004994631,0.0002664266,0.0001045755,0.00008951967,0.00002118598,0.0000159162,0.00002717606,0.00121489,0.000008478816,0.9973902,0.0004757666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001762302,0.002621362,0.003272369,0.00002384117,0.0003712591,0.0002490068,0.8454,0.00002672591,0.1478592],"genre_scores_gemma":[0.0001455255,0.0008921692,0.001356912,0.0002432378,0.000476068,0.00000920294,0.5700264,0.0001882967,0.4266622],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.278803,"threshold_uncertainty_score":0.9998398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149415424367147,"score_gpt":0.2841356517714084,"score_spread":0.2526414975277369,"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."}}