{"id":"W6929788999","doi":"10.5255/ukda-sn-5928-2","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, April - September, 2002","year":2015,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Hemostasis and retained surgical items","field":"Medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002164861,0.0007902958,0.001503219,0.0002873874,0.0001617594,0.0001486487,0.0018988,0.0003777812,0.006209851],"category_scores_gemma":[0.0009553858,0.0005905285,0.0001612948,0.0003620973,0.0003527958,0.0002425806,0.002177206,0.001624651,0.005600103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007899231,"about_ca_system_score_gemma":0.0006225268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00463694,"about_ca_topic_score_gemma":0.006869034,"domain_scores_codex":[0.9946551,0.0006002613,0.0009234871,0.001682715,0.001153092,0.0009853647],"domain_scores_gemma":[0.9914677,0.0007720806,0.0003725399,0.006106387,0.0002147202,0.001066534],"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":[0.0004151233,0.0002998613,0.00053377,0.0002995999,0.0004814329,0.001197941,0.00001051019,0.00000157862,0.00000624389,0.00001224384,0.9962851,0.0004565483],"study_design_scores_gemma":[0.00237561,0.0002756483,0.001655402,0.0002854163,0.0004909586,0.0003545296,0.00002592545,0.0001608668,0.000002952131,0.00004963565,0.9936543,0.000668774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004889941,0.001027579,0.0001253521,0.0002507928,0.0005529056,0.000785721,0.9950849,0.0000474192,0.002076396],"genre_scores_gemma":[0.00003874438,0.0006009747,0.0004319707,0.001044919,0.001242569,0.00002395545,0.9931579,0.00006753508,0.003391389],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.004423671,"threshold_uncertainty_score":0.9996546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09990784009176837,"score_gpt":0.3608247618380734,"score_spread":0.260916921746305,"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."}}