{"id":"W6930236974","doi":"10.5255/ukda-sn-7905-3","title":"Labour Force Survey Five-Quarter Longitudinal Dataset, October 2014 - December 2015","year":2017,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002268345,0.000953099,0.001248035,0.002370371,0.0007917654,0.00135487,0.00172361,0.001090448,0.05753871],"category_scores_gemma":[0.01391355,0.0006409862,0.000830705,0.005356176,0.0002100829,0.001145878,0.001429845,0.001394378,0.05148416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193163,"about_ca_system_score_gemma":0.0038543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1246278,"about_ca_topic_score_gemma":0.140789,"domain_scores_codex":[0.9980115,0.0004008163,0.0003883918,0.0003629118,0.0005127116,0.0003235815],"domain_scores_gemma":[0.9957698,0.0004619522,0.0005357303,0.0003207714,0.00266794,0.0002437786],"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":[0.00009957326,0.00002877588,0.005935695,0.0004453894,0.00004232396,0.00002129293,0.00006685186,0.0001395461,0.00002103551,0.0004198024,0.9877088,0.005070827],"study_design_scores_gemma":[0.0008884279,0.000153563,0.17659,0.001307339,0.0001667319,0.0001174102,0.0008917668,0.0006253924,0.000133165,0.001175242,0.8178781,0.00007292458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009274376,0.0001812198,0.0001308101,0.0002251885,0.00008242132,0.0001082905,0.996379,0.00006761377,0.001898021],"genre_scores_gemma":[0.004611186,0.0003321442,0.0003395714,0.0003227774,0.00007826612,0.001175058,0.9855514,0.00004241447,0.0075473],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1246278,"threshold_uncertainty_score":0.2478047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167080437595218,"score_gpt":0.3156335589218142,"score_spread":0.283962754545862,"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."}}