{"id":"W6948735476","doi":"10.5255/ukda-sn-5780-2","title":"Labour Force Survey Five-Quarter Longitudinal Dataset, July 2006 - September 2007","year":2012,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Sample (material); Unemployment; Survey data collection; Work (physics); Data collection; Longitudinal study; Spring (device)","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":[0.00062433,0.0006041972,0.0005137693,0.00008459792,0.0001988016,0.00007635515,0.001987659,0.0003209974,0.0005543079],"category_scores_gemma":[0.0001513651,0.0005650954,0.0001024135,0.00007529686,0.0002238829,0.000003857032,0.003275278,0.0003964573,0.00126834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001218406,"about_ca_system_score_gemma":0.0001487951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872067,"about_ca_topic_score_gemma":0.008386015,"domain_scores_codex":[0.9970059,0.0002527059,0.0004613897,0.001246994,0.0002597577,0.0007732712],"domain_scores_gemma":[0.995497,0.0001133041,0.0002857368,0.003780755,0.00008220509,0.0002409877],"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":[0.0001111962,0.00009428427,0.001721715,0.00007436494,0.0005354595,0.00001315581,0.000007646882,0.000004712254,0.0005377498,0.000001986387,0.9968255,0.00007223005],"study_design_scores_gemma":[0.000405115,0.0001427718,0.02221771,0.00002148429,0.0001947387,0.00003246118,0.000008578731,0.000003179067,0.00006090351,0.00003031851,0.976227,0.0006557145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000694831,0.003221678,0.0001304194,0.00001910903,0.0007953138,0.000353242,0.9944103,0.000003301638,0.0003717713],"genre_scores_gemma":[0.0003979466,0.001664213,0.0005035127,0.0004689323,0.001656234,0.00003161421,0.9937182,0.0000470237,0.001512308],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02059848,"threshold_uncertainty_score":0.99968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255463845565869,"score_gpt":0.2904447792036093,"score_spread":0.2578901407479506,"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."}}