{"id":"W6892499136","doi":"10.5255/ukda-sn-6727-39","title":"Quarterly Labour Force Survey, 1992-2023: Secure Access","year":2024,"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); Unemployment; Work (physics); Sample (material); Survey data collection; Rest (music); Work force; Official statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001915048,0.001104597,0.001182349,0.002604372,0.000597071,0.001213465,0.001303326,0.0008989319,0.04149516],"category_scores_gemma":[0.00740511,0.0006085647,0.0005483859,0.009380814,0.0001777257,0.001153953,0.001139261,0.001314504,0.0602618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149225,"about_ca_system_score_gemma":0.003937944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1225249,"about_ca_topic_score_gemma":0.1117578,"domain_scores_codex":[0.9981884,0.0002885628,0.0003467578,0.0002892406,0.0006091369,0.0002778571],"domain_scores_gemma":[0.995407,0.0004230444,0.0006798143,0.0002682236,0.002886122,0.0003358226],"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":[0.0002198732,0.00007411042,0.02323219,0.0007500393,0.00004473206,0.00004327133,0.0001247892,0.0001857949,0.0001118096,0.0002959474,0.9567956,0.01812183],"study_design_scores_gemma":[0.0004370866,0.0001208676,0.4682641,0.0006505739,0.00006439211,0.00009837416,0.0005757083,0.0004644268,0.0001645913,0.0003396096,0.5287788,0.00004137445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00181314,0.0001963382,0.0001018711,0.0002324563,0.00007074224,0.0001658637,0.9935942,0.00009639451,0.003729026],"genre_scores_gemma":[0.008274646,0.0007026797,0.0005195399,0.00038593,0.0000834899,0.001713298,0.9748884,0.00006902374,0.01336302],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1225249,"threshold_uncertainty_score":0.2436235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05253026348562675,"score_gpt":0.3486599572796501,"score_spread":0.2961296937940234,"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."}}