{"id":"W6892308544","doi":"10.5255/ukda-sn-7454-10","title":"Understanding Society: Waves 1-11, 2009-2020 and Harmonised BHPS: Waves 1-18, 1991-2009: Special Licence Access, Census 2001 Rural-Urban Indicators","year":2022,"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); Data archive; Identification (biology); Data file; Data collection; Public use; 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":[0.001223012,0.0007243296,0.0006195761,0.002361938,0.0007125071,0.001170736,0.001345332,0.00086403,0.06609011],"category_scores_gemma":[0.007582378,0.0006171883,0.0005174651,0.00591078,0.0002726751,0.002020187,0.002660222,0.001362323,0.04228377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761661,"about_ca_system_score_gemma":0.00256963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1368345,"about_ca_topic_score_gemma":0.1706368,"domain_scores_codex":[0.999082,0.000152102,0.0001468743,0.0001590829,0.0002832731,0.0001767511],"domain_scores_gemma":[0.9965216,0.0003642959,0.0008557538,0.0004547698,0.001419556,0.0003839513],"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":[0.00008691692,0.000036226,0.01413597,0.0003381566,0.00002406404,0.00002791454,0.0005330052,0.0001665584,0.0001035518,0.001025839,0.9741405,0.009381385],"study_design_scores_gemma":[0.0001152171,0.00008047884,0.4569669,0.0003508212,0.00003711519,0.00009838437,0.002502791,0.0002447088,0.0004861277,0.0006741152,0.5383847,0.00005852905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004867437,0.0000537179,0.0001888151,0.0002040256,0.00005470342,0.0001376103,0.9899873,0.00009732771,0.004408965],"genre_scores_gemma":[0.01094863,0.0001805927,0.0007697846,0.0001686882,0.00004029457,0.001171578,0.9672678,0.0001228506,0.01932972],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1368345,"threshold_uncertainty_score":0.272076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211836303689079,"score_gpt":0.3232364367566987,"score_spread":0.2020528063877907,"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."}}