{"id":"W6892371706","doi":"10.5255/ukda-sn-7176-7","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, April - September, 2012","year":2020,"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":[0.002405976,0.00182533,0.00190262,0.000626685,0.0004234925,0.0006199698,0.01158985,0.0004013707,0.007427582],"category_scores_gemma":[0.001207102,0.001833388,0.0002175746,0.0009204629,0.0006749813,0.001751025,0.01252432,0.003022775,0.2410334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498531,"about_ca_system_score_gemma":0.000744725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0122128,"about_ca_topic_score_gemma":0.1274358,"domain_scores_codex":[0.9884068,0.002231727,0.001453351,0.004189702,0.001771477,0.001946975],"domain_scores_gemma":[0.9814571,0.001782084,0.001186085,0.01424756,0.0001413391,0.001185857],"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":[0.0006400536,0.0002658076,0.0004233027,0.0003679949,0.001059223,0.0008046848,0.00002283575,0.000009589864,0.00003206625,0.00003717721,0.9962863,0.00005091173],"study_design_scores_gemma":[0.001822324,0.0001718691,0.005962162,0.0001893997,0.0007813751,0.0001590585,0.0000204901,0.0001835961,0.000004452235,0.0001703084,0.9886136,0.001921369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000006588692,0.0003392911,0.0004228998,0.00008554907,0.0008791113,0.00126497,0.9963603,0.0002135076,0.00042778],"genre_scores_gemma":[0.00001736903,0.0001594297,0.001314222,0.0009025778,0.001853162,0.00008439002,0.9948118,0.0003718896,0.0004851833],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2336058,"threshold_uncertainty_score":0.9994491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07540694788919054,"score_gpt":0.3330598556149287,"score_spread":0.2576529077257382,"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."}}