{"id":"W6930004346","doi":"10.5255/ukda-sn-6717-2","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, July - December, 2010","year":2015,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","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"],"consensus_categories":[],"category_scores_codex":[0.0009714831,0.0006475615,0.0006482605,0.0001366216,0.0001424247,0.0001339284,0.002908937,0.0003690414,0.0002502484],"category_scores_gemma":[0.0005083774,0.0006211105,0.0001097689,0.0001303755,0.0002623519,0.00002134885,0.002888078,0.0006502045,0.0006371449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001848574,"about_ca_system_score_gemma":0.0007262433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007319969,"about_ca_topic_score_gemma":0.07008447,"domain_scores_codex":[0.9962531,0.0003682893,0.000512944,0.001658977,0.0004653904,0.0007413522],"domain_scores_gemma":[0.9934708,0.00008297117,0.0003337098,0.005524782,0.00015094,0.0004367622],"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":[0.0003238663,0.00009277478,0.00005930024,0.00006184373,0.0002884977,0.00001606824,0.000005748455,0.000004024167,0.0007084095,0.000004874308,0.9980943,0.0003403351],"study_design_scores_gemma":[0.001266786,0.0001570933,0.001240603,0.00003235424,0.0002373776,0.00008613055,0.000008445021,0.00000722982,0.00009339111,0.0000875949,0.9960405,0.0007425515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001503257,0.003632953,0.000295883,0.00003326619,0.003193099,0.0003998044,0.9921049,0.00001184109,0.0001779183],"genre_scores_gemma":[0.00003517604,0.003954502,0.000541558,0.0005750118,0.004254015,0.00003902246,0.9893185,0.00005798221,0.001224237],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0627645,"threshold_uncertainty_score":0.999624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04290892086101947,"score_gpt":0.3182854240932102,"score_spread":0.2753765032321908,"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."}}