{"id":"W6930007578","doi":"10.5255/ukda-sn-5802-2","title":"Quarterly Labour Force Survey Household Dataset, October - December, 2007","year":2014,"lang":"en","type":"other","venue":"UK Data Archive","topic":"Software System Performance and Reliability","field":"Computer Science","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; Work force; Data source","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001388632,0.000499856,0.0006225869,0.0002569223,0.0001195795,0.0002388167,0.006666444,0.0002713396,0.0005350767],"category_scores_gemma":[0.0001310381,0.0004081727,0.00006920056,0.0002701981,0.0001562043,0.0004082249,0.001675181,0.0004580883,0.002166558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002662243,"about_ca_system_score_gemma":0.0002054748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00932011,"about_ca_topic_score_gemma":0.01138188,"domain_scores_codex":[0.9963036,0.0004629543,0.000486416,0.001559363,0.0005438765,0.0006437865],"domain_scores_gemma":[0.9902595,0.0004829616,0.00038463,0.008598158,0.0000307519,0.0002440503],"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":[0.000008040471,0.00004077309,0.003277623,0.0001409924,0.00006690268,0.00001171952,0.00007108052,0.000002449281,0.000001307411,0.000435685,0.9914223,0.00452116],"study_design_scores_gemma":[0.0003745906,0.00009340704,0.01042374,0.000187817,0.00001881488,0.0000229471,0.00000453763,0.001553761,0.000001422182,0.0003136827,0.9864364,0.0005688228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0001101823,0.0008796116,0.7065936,0.00007272685,0.004267927,0.001081649,0.2250881,0.001029615,0.06087653],"genre_scores_gemma":[0.002559729,0.0007478874,0.09732163,0.003061721,0.004504513,0.0001350257,0.3477965,0.001316093,0.5425569],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.609272,"threshold_uncertainty_score":0.999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262516032270901,"score_gpt":0.2720306943341894,"score_spread":0.2394055340114803,"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."}}