{"id":"W6948886465","doi":"10.5255/ukda-sn-4087-1","title":"Quarterly Labour Force Survey Household Dataset, September - November 1999","year":2004,"lang":"en","type":"other","venue":"UK Data Archive","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unemployment; Work (physics); Sample (material); Survey data collection; Northern ireland; Data collection; Spring (device); Work force","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":[0.0002079696,0.0004636963,0.0003743121,0.00009206735,0.00006236182,0.00006826079,0.001380671,0.0003747782,0.0006370568],"category_scores_gemma":[0.00003031198,0.0004475939,0.00008411319,0.00007505272,0.0001621327,0.000005936201,0.0003540432,0.0002969567,0.0002037973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001202343,"about_ca_system_score_gemma":0.0001920455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008661102,"about_ca_topic_score_gemma":0.04671916,"domain_scores_codex":[0.9978482,0.0001313451,0.0002898042,0.001078169,0.0002077666,0.0004447729],"domain_scores_gemma":[0.9969527,0.00002905208,0.0001764042,0.002663356,0.00001595919,0.0001625212],"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":[0.00008303077,0.0001081832,0.0008366826,0.00008072786,0.0002395484,0.00001935089,0.00002038417,0.00000616056,0.01115008,0.00004654094,0.9868803,0.0005290203],"study_design_scores_gemma":[0.0008785037,0.0001807145,0.001266344,0.0000908825,0.00006083661,0.00001603691,0.00000834426,0.00001193634,0.0005498009,0.00006052585,0.9962808,0.000595298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00246407,0.0020212,0.01357799,0.00003272449,0.001092823,0.0007788457,0.8641924,0.000106058,0.1157338],"genre_scores_gemma":[0.004930477,0.0004189306,0.002914113,0.0008200997,0.001218558,0.00001779889,0.7163562,0.0006808186,0.272643],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1569091,"threshold_uncertainty_score":0.9997976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03366667320756706,"score_gpt":0.2597246688164458,"score_spread":0.2260579956088787,"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."}}