{"id":"W6892389774","doi":"10.5255/ukda-sn-8858-1","title":"Quarterly Labour Force Survey, June - August, 2021","year":2021,"lang":"en","type":"other","venue":"UK Data Archive","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unemployment; Documentation; Current Population Survey; Population; Work (physics); Work force; Sample (material); Data collection","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008670015,0.0008006066,0.001002864,0.0005658643,0.00009252775,0.0002291189,0.003538574,0.0003152181,0.09348591],"category_scores_gemma":[0.0003745756,0.0008346675,0.00013594,0.0006385826,0.0002850659,0.0001438618,0.001580127,0.0008869874,0.02327294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005878391,"about_ca_system_score_gemma":0.0005417028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02233579,"about_ca_topic_score_gemma":0.202126,"domain_scores_codex":[0.9945615,0.001258889,0.0004996841,0.002013937,0.0007355129,0.0009304851],"domain_scores_gemma":[0.9915053,0.000506001,0.0005247074,0.007060422,0.00006497007,0.0003386055],"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":[0.00004720796,0.0001061447,0.0003388249,0.0001401625,0.0005406457,0.0002893018,0.0001697666,4.010099e-7,0.0003656589,0.0007843773,0.99538,0.001837515],"study_design_scores_gemma":[0.0006720219,0.00006172234,0.004071407,0.0005641171,0.0001125781,0.00003199409,0.0001161926,0.00005655965,0.000007077811,0.0006122209,0.9927829,0.0009111905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001925585,0.001750506,0.001441061,0.00004567328,0.00113459,0.0005517419,0.4387216,0.000219394,0.5561162],"genre_scores_gemma":[0.00004104583,0.000137995,0.004641309,0.0000713394,0.001077996,0.0000246203,0.3187836,0.001809966,0.6734121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1797902,"threshold_uncertainty_score":0.9994104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769422973688148,"score_gpt":0.2959627819867838,"score_spread":0.2582685522499023,"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."}}