{"id":"W6966862647","doi":"10.5255/ukda-sn-6208-2","title":"Labour Force Survey Five-Quarter Longitudinal Dataset, July 2007 - September 2008","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":[0.00390312,0.00192332,0.001789122,0.0008829289,0.0005156576,0.0004613514,0.009686469,0.0006610267,0.02513251],"category_scores_gemma":[0.001169699,0.001862161,0.0002163774,0.0007194171,0.0008366108,0.001822796,0.008671609,0.002979446,0.3743193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188949,"about_ca_system_score_gemma":0.000617016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01749412,"about_ca_topic_score_gemma":0.06040868,"domain_scores_codex":[0.9884117,0.002043966,0.001488323,0.003390423,0.001842728,0.002822859],"domain_scores_gemma":[0.979266,0.001887269,0.001275758,0.01614182,0.0002135737,0.001215527],"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":[0.0005201978,0.0004825253,0.001352691,0.0002998084,0.001006588,0.0003981,0.00003386103,0.000004831638,0.000007434845,0.000008043628,0.995842,0.00004392777],"study_design_scores_gemma":[0.001224502,0.0001133264,0.02866633,0.0002144803,0.0008388434,0.0002711329,0.00001356864,0.00003978185,0.00000210917,0.00006362584,0.9665217,0.002030584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001777494,0.0008397085,0.0001703231,0.00001941394,0.001710229,0.001308989,0.9949489,0.0001506491,0.0008339735],"genre_scores_gemma":[0.00001059033,0.0002405746,0.00110353,0.0005029214,0.002541493,0.00009348401,0.9922619,0.0003757042,0.002869755],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3491868,"threshold_uncertainty_score":0.999351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06645955944451487,"score_gpt":0.3307530060719464,"score_spread":0.2642934466274315,"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."}}