{"id":"W6929783785","doi":"10.5255/ukda-sn-7908-9","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, April 2001 - December 2020: Secure Access","year":2021,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unemployment; Population; Current Population Survey; Survey data collection; Sample (material); Work (physics); Population projection; Survey methodology","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":[0.002645329,0.001219437,0.001308979,0.002986741,0.0006930256,0.001465683,0.001762387,0.001564259,0.09512304],"category_scores_gemma":[0.01345076,0.0008786132,0.00077147,0.007706583,0.0001833544,0.001140706,0.001482043,0.001610681,0.1040147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535304,"about_ca_system_score_gemma":0.00326211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06932677,"about_ca_topic_score_gemma":0.07259323,"domain_scores_codex":[0.9982772,0.0003246064,0.0003241569,0.0002932113,0.0004829823,0.0002978421],"domain_scores_gemma":[0.9948559,0.0006725086,0.0006676466,0.0005823924,0.002856654,0.0003649294],"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":[0.00007681065,0.00002398562,0.002122944,0.0002830382,0.0000203139,0.00001532513,0.00003100024,0.0001307811,0.00002362486,0.0001790844,0.9933928,0.00370023],"study_design_scores_gemma":[0.0008826162,0.0001210277,0.09693985,0.0007879846,0.00008250108,0.00007655373,0.0003554529,0.0006150576,0.0001472942,0.0008100671,0.899124,0.00005751989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000338399,0.00004603275,0.00007518085,0.0001102098,0.00003450674,0.00005825438,0.9980879,0.0000723161,0.001177062],"genre_scores_gemma":[0.00154207,0.00009490592,0.0002513672,0.0001296866,0.0000339356,0.0007353893,0.9916714,0.00004058129,0.005500722],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09512304,"threshold_uncertainty_score":0.3182183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05025735809896296,"score_gpt":0.3526526062773631,"score_spread":0.3023952481784001,"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."}}