{"id":"W6911062349","doi":"10.5255/ukda-sn-5548-2","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, April - September, 2006","year":2015,"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":[0.005371432,0.001863274,0.001902404,0.0009088711,0.000374304,0.0006575583,0.01190277,0.0004728776,0.004867277],"category_scores_gemma":[0.001790603,0.001822021,0.0001734202,0.0008761681,0.0008104449,0.001399755,0.01111666,0.00259312,0.1412695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766846,"about_ca_system_score_gemma":0.001334671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0503644,"about_ca_topic_score_gemma":0.2698453,"domain_scores_codex":[0.9876224,0.002430154,0.00150406,0.003974095,0.002327452,0.002141853],"domain_scores_gemma":[0.9771876,0.001427835,0.001282968,0.01856768,0.0003448443,0.001189046],"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":[0.0005765483,0.0003675169,0.0008507913,0.0002221225,0.0008005478,0.0006158571,0.00001795229,0.00002204395,0.00001084189,0.00002146659,0.9964453,0.00004903256],"study_design_scores_gemma":[0.002382122,0.0001739458,0.00399213,0.0002068079,0.0006875311,0.0002344757,0.0000256475,0.0001730253,0.000002436482,0.0003719939,0.9897479,0.002001924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002044128,0.000493298,0.000190252,0.00002890673,0.001031721,0.0012652,0.9958196,0.0001855178,0.0009650849],"genre_scores_gemma":[0.00001584473,0.00009834176,0.001135888,0.0003802722,0.001622081,0.00008805798,0.9952921,0.0003636058,0.001003764],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2194809,"threshold_uncertainty_score":0.9997079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08334364756855984,"score_gpt":0.3451502129060353,"score_spread":0.2618065653374755,"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."}}