{"id":"W6911449948","doi":"10.5255/ukda-sn-6977-3","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, July - December, 2011","year":2019,"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":[0.00332706,0.001851974,0.001908683,0.0009629693,0.0003658637,0.0005851153,0.01305529,0.000477675,0.008066967],"category_scores_gemma":[0.001119883,0.001803702,0.00020196,0.0005125933,0.0006267203,0.001462849,0.01075653,0.002796662,0.3906894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000165922,"about_ca_system_score_gemma":0.0009264465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03135129,"about_ca_topic_score_gemma":0.1622334,"domain_scores_codex":[0.9883466,0.001966642,0.001450501,0.004301542,0.001772501,0.002162163],"domain_scores_gemma":[0.9743278,0.001956746,0.001298848,0.02144894,0.0001971701,0.0007704911],"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":[0.0007610319,0.000342381,0.0009324335,0.0003081739,0.0009088101,0.0003787366,0.00001850495,0.00001530772,0.00002133526,0.00002777796,0.9962438,0.00004170838],"study_design_scores_gemma":[0.002185874,0.0002055141,0.01125687,0.0002202681,0.0007235854,0.0002034147,0.00001395376,0.0001436292,0.000003345645,0.000194412,0.9828301,0.002018999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002466933,0.0003544965,0.000253556,0.00003493531,0.001375355,0.001594653,0.9958408,0.0001213108,0.0004002308],"genre_scores_gemma":[0.00003117918,0.0002537303,0.001072906,0.0004658337,0.000999743,0.00007364899,0.9958276,0.0003763972,0.0008990284],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3826224,"threshold_uncertainty_score":0.9995039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08395238232047679,"score_gpt":0.3434635039886406,"score_spread":0.2595111216681638,"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."}}