{"id":"W6967319398","doi":"10.5255/ukda-sn-5941-1","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, July - December, 1999","year":2008,"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":[0.002329981,0.001971234,0.001920253,0.001063299,0.0007129305,0.0004705105,0.01220446,0.0004658008,0.002329146],"category_scores_gemma":[0.00180137,0.001967347,0.0002197643,0.0009926202,0.00108174,0.001335826,0.009286042,0.002980321,0.1040803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001994097,"about_ca_system_score_gemma":0.001044218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05781054,"about_ca_topic_score_gemma":0.2520624,"domain_scores_codex":[0.9877133,0.002056733,0.001609611,0.004299557,0.002024178,0.00229661],"domain_scores_gemma":[0.9770755,0.002216572,0.001236655,0.0183215,0.0001811339,0.0009685996],"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":[0.0006807412,0.0004381758,0.0006156517,0.0001853568,0.0008602173,0.001643037,0.00002754254,0.00001491965,0.00001394459,0.00001747074,0.9954413,0.00006162823],"study_design_scores_gemma":[0.002203724,0.0001801502,0.009969014,0.0002201095,0.0005428623,0.0008518184,0.00001069758,0.0001081882,0.000004095119,0.0001349407,0.9836829,0.002091448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003681021,0.0005955569,0.0002245369,0.00002544459,0.0008154566,0.001241397,0.9965258,0.0001886573,0.0003463708],"genre_scores_gemma":[0.00003354176,0.001147926,0.00169149,0.0005014429,0.001282085,0.00009781973,0.9945509,0.0003805175,0.0003142626],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1942519,"threshold_uncertainty_score":0.9993199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07036377634870186,"score_gpt":0.3330402542189833,"score_spread":0.2626764778702815,"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."}}