{"id":"W6930074428","doi":"10.5255/ukda-sn-8105-2","title":"Quarterly Labour Force Survey Household Dataset, July - September, 2016","year":2017,"lang":"en","type":"other","venue":"UK Data Archive","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unemployment; Survey data collection; Sample (material); Work (physics); Northern ireland; Data collection; Work force; Underemployment","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":["insufficient_payload"],"category_scores_codex":[0.0007516181,0.0006522875,0.0008493987,0.0003290035,0.0004000319,0.0001086933,0.00415582,0.0006432002,0.005042269],"category_scores_gemma":[0.0001718391,0.0005633419,0.0001155842,0.00005929965,0.0006986826,0.0002151595,0.0007836333,0.0008802225,0.01219785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001921549,"about_ca_system_score_gemma":0.0003182139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009744398,"about_ca_topic_score_gemma":0.005136717,"domain_scores_codex":[0.9965438,0.001147008,0.000404516,0.001057946,0.00007750844,0.0007692428],"domain_scores_gemma":[0.9921408,0.0005714766,0.000666133,0.006558734,0.00001988484,0.00004295483],"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":[0.000646205,0.00009618885,0.00006049791,0.00005016605,0.001097475,0.00002595376,0.00008338106,4.521133e-8,0.006399674,0.00004041406,0.9847748,0.00672518],"study_design_scores_gemma":[0.00161397,0.0002496101,0.002588867,0.000406285,0.00009335242,0.0000761987,0.0000158511,3.607609e-7,0.0002769314,0.00004823476,0.9939612,0.0006691742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00008852213,0.0332689,0.0005854311,0.00003738952,0.002863422,0.000774575,0.7828102,0.0002767188,0.1792949],"genre_scores_gemma":[0.0001939833,0.002376927,0.000110954,0.0001970004,0.0001389646,0.00002071205,0.2829931,0.0003487169,0.7136196],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.5343248,"threshold_uncertainty_score":0.9996818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179193792034814,"score_gpt":0.2877871340868838,"score_spread":0.2459951961665356,"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."}}