{"id":"W6892426284","doi":"10.5255/ukda-sn-5960-2","title":"Labour Force Survey Five-Quarter Longitudinal Dataset, October 2003 - December 2004","year":2012,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"","field":"","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.003498203,0.001991806,0.001792739,0.0008472981,0.0004992785,0.0005265326,0.009340255,0.0006858125,0.02329572],"category_scores_gemma":[0.002697146,0.001901533,0.0001598489,0.001326118,0.0008159869,0.001877595,0.00802475,0.002755979,0.1713863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429525,"about_ca_system_score_gemma":0.001003908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03750157,"about_ca_topic_score_gemma":0.1881672,"domain_scores_codex":[0.9881939,0.002105251,0.001471118,0.003514515,0.001814859,0.002900339],"domain_scores_gemma":[0.978953,0.001342298,0.00119122,0.01688636,0.000384122,0.001243007],"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":[0.0005311882,0.0005466114,0.002837543,0.0002371421,0.00100808,0.0003136563,0.00003971046,0.000007069454,0.00001013269,0.0000333356,0.9943724,0.00006316789],"study_design_scores_gemma":[0.001410609,0.0001000381,0.026548,0.0002134889,0.0009455302,0.0002483,0.00001846887,0.00004657276,0.00000342909,0.0001028217,0.9682322,0.002130564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004015182,0.001109155,0.0002596955,0.00002713277,0.001592782,0.001490604,0.9950533,0.0001334552,0.0002937438],"genre_scores_gemma":[0.00001710424,0.0002791546,0.001611504,0.000584548,0.001586237,0.0001191507,0.9938074,0.0003949958,0.00159986],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1506657,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06064175419415756,"score_gpt":0.326741562702926,"score_spread":0.2660998085087685,"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."}}