{"id":"W6948648133","doi":"10.5255/ukda-sn-7454-7","title":"Understanding Society: Waves 1-8, 2009-2017 and Harmonised BHPS: Waves 1-18, 1991-2009: Special Licence Access, Census 2001 Rural-Urban Indicators","year":2018,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Documentation; Identification (biology); Data collection; British Household Panel Survey; Matching (statistics); Quarter (Canadian coin); Survey 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001092805,0.0008379818,0.0007825076,0.00249379,0.0009183987,0.001437105,0.001472024,0.0007807692,0.06395686],"category_scores_gemma":[0.008347481,0.0006605406,0.0005858146,0.005182436,0.0003237333,0.001792482,0.003231719,0.001618857,0.03606768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002656304,"about_ca_system_score_gemma":0.003461696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1368072,"about_ca_topic_score_gemma":0.1805623,"domain_scores_codex":[0.9990269,0.0001664741,0.0001419067,0.0001535135,0.0003029814,0.0002082357],"domain_scores_gemma":[0.9960681,0.0003921476,0.0007857046,0.0005546888,0.001784328,0.0004149498],"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":[0.0001131026,0.00004276264,0.01776201,0.0004699633,0.00003724399,0.00003576269,0.001231955,0.0001499607,0.0001246259,0.001533661,0.9653838,0.01311519],"study_design_scores_gemma":[0.00009333248,0.00007595364,0.407737,0.0004780139,0.00004256909,0.00008302034,0.00467059,0.0001479343,0.0004286568,0.000905423,0.5852777,0.00005980324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01045674,0.00008159805,0.000242981,0.0002926785,0.00007764659,0.0002668902,0.9808292,0.0001060396,0.007646211],"genre_scores_gemma":[0.01627219,0.0002564735,0.000978399,0.0001608153,0.00005414996,0.002081877,0.9546328,0.0001232153,0.02544012],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1368072,"threshold_uncertainty_score":0.2720219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1818236585585712,"score_gpt":0.297316368821573,"score_spread":0.1154927102630019,"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."}}