{"id":"W6967274894","doi":"10.5255/ukda-sn-5947-1","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, January - June, 1997","year":2008,"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; Longitudinal data","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":[0.002421247,0.001961718,0.001939857,0.001134294,0.0007117564,0.0004142465,0.01257831,0.0004657344,0.002012898],"category_scores_gemma":[0.001372499,0.001960907,0.0002230984,0.001013094,0.001192034,0.001463402,0.01013744,0.00311262,0.06782542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814005,"about_ca_system_score_gemma":0.0009722773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03607436,"about_ca_topic_score_gemma":0.1733287,"domain_scores_codex":[0.9877082,0.002165284,0.001595293,0.004304749,0.001994241,0.002232254],"domain_scores_gemma":[0.9772042,0.001979981,0.001217885,0.01854793,0.0001562372,0.0008937482],"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":[0.0006445525,0.000441604,0.0005819059,0.0002094081,0.0008484138,0.00215411,0.00002991828,0.00001302212,0.00001041075,0.0000207445,0.9950088,0.00003707214],"study_design_scores_gemma":[0.001919676,0.0001521629,0.01160226,0.0002319382,0.0005042399,0.0007669947,0.00002050289,0.000116162,0.000003582159,0.0001353998,0.9824566,0.002090435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003006996,0.0004506386,0.0001948011,0.00005861978,0.00124767,0.001372231,0.9962468,0.0001865268,0.0002126491],"genre_scores_gemma":[0.00001799207,0.0009715973,0.001184104,0.0005709247,0.001546262,0.00009880213,0.994802,0.0003271552,0.0004811804],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1372543,"threshold_uncertainty_score":0.9993126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06419744085291314,"score_gpt":0.3257787299108215,"score_spread":0.2615812890579084,"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."}}