{"id":"W6930025038","doi":"10.5255/ukda-sn-7454-8","title":"Understanding Society: Waves 1-9, 2009-2018 and Harmonised BHPS: Waves 1-18, 1991-2009: Special Licence Access, Census 2001 Rural-Urban Indicators","year":2019,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Documentation; Matching (statistics); Identification (biology); Data archive; Data file; Data collection; Minor (academic); Quarter (Canadian coin)","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":[0.001019246,0.0008821515,0.000895614,0.002631756,0.0008526248,0.001679757,0.001607347,0.001019676,0.08996006],"category_scores_gemma":[0.009651868,0.0008420632,0.0006341043,0.007021341,0.0002952692,0.001543411,0.002859929,0.001521078,0.05882701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974933,"about_ca_system_score_gemma":0.003401785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.134942,"about_ca_topic_score_gemma":0.1826399,"domain_scores_codex":[0.9987983,0.0001702294,0.0002046992,0.0002121347,0.0003676164,0.0002470208],"domain_scores_gemma":[0.9958056,0.0005024004,0.0007985471,0.0007194443,0.001822702,0.0003513129],"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":[0.00005258303,0.00001839603,0.003888232,0.0002672684,0.00001579754,0.00001747927,0.0002244545,0.00007860676,0.00005088329,0.000689659,0.9907957,0.003901006],"study_design_scores_gemma":[0.0001194225,0.00004324629,0.1445868,0.0003687631,0.00003300089,0.00007868983,0.00163571,0.0001387334,0.0003606786,0.0007055679,0.8518802,0.00004924908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001355852,0.00003037907,0.00008621605,0.0001015613,0.00003290913,0.00005220249,0.9960822,0.00005777925,0.002200881],"genre_scores_gemma":[0.003470239,0.00009584155,0.0003705671,0.00007477264,0.00001958414,0.0006068711,0.9842075,0.00006926308,0.01108544],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.134942,"threshold_uncertainty_score":0.3009464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1654457080976758,"score_gpt":0.3359778372979832,"score_spread":0.1705321292003074,"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."}}