{"id":"W6930093551","doi":"10.5255/ukda-sn-8984-1","title":"Annual Population Survey Two-Year Longitudinal Dataset, January 2020 - December 2021","year":2022,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Population; Sample (material); Longitudinal data; Key (lock); Longitudinal study","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008490378,0.0005888103,0.0005194387,0.000356295,0.0006882968,0.0002235189,0.003067624,0.0001113043,0.04181915],"category_scores_gemma":[0.002103083,0.0006338037,0.00008395116,0.0005918426,0.0001176118,0.0007977924,0.004211429,0.001213852,0.001362562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005061101,"about_ca_system_score_gemma":0.0002126619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139245,"about_ca_topic_score_gemma":0.006581125,"domain_scores_codex":[0.9927182,0.002265278,0.0008079566,0.002373388,0.001273095,0.0005621323],"domain_scores_gemma":[0.9938447,0.001091133,0.0005753962,0.004161912,0.00004064081,0.0002861728],"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":[0.000156096,0.0001059752,0.00007887809,0.00002710529,0.00001325,0.0003872656,0.00001117703,0.000119007,0.001436262,0.0001649634,0.9973797,0.0001203511],"study_design_scores_gemma":[0.0006264549,0.0001164454,0.001399106,0.00001385146,0.00006944397,0.0001477752,0.00001232711,0.0004157182,0.0008267288,0.0001675822,0.9955561,0.0006484747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005508044,0.00001339241,0.0001278778,0.0001326655,0.001890468,0.000709626,0.9964342,0.00005678906,0.0000841434],"genre_scores_gemma":[0.0001511605,0.000425221,0.0002283066,0.001257704,0.0005409942,0.00005266573,0.9970886,0.00005688685,0.0001985306],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04045659,"threshold_uncertainty_score":0.9996113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0732197216131768,"score_gpt":0.3272923132036575,"score_spread":0.2540725915904807,"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."}}