{"id":"W7034002638","doi":"","title":"Socially disadvantaged ethnic groups and distributive politics","year":2022,"lang":"en","type":"report","venue":"Research Portal (Queen's University Belfast)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Ethnic group; Politics; Disadvantaged; Inequality; Context (archaeology); Government (linguistics); Poverty; Construct (python library); Distributive property; Field (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008691496,0.0001038461,0.0002199182,0.0008050964,0.002664461,0.003144306,0.0002334352,0.0005180113,0.03405587],"category_scores_gemma":[0.001659466,0.0001144424,0.00006726522,0.001775943,0.001832294,0.001384801,0.001359593,0.0004809526,0.001218157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001805,"about_ca_system_score_gemma":0.001851105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05977092,"about_ca_topic_score_gemma":0.1665551,"domain_scores_codex":[0.9993243,0.0002103613,0.00001154891,0.0000364435,0.0001255867,0.0002917927],"domain_scores_gemma":[0.998209,0.0006578804,0.0001961383,0.00007016233,0.0001961744,0.000670689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004675971,0.0005652084,0.4078375,0.0002079569,0.00005108812,0.0007688645,0.05743956,0.0004192788,0.0009465799,0.3492959,0.08144256,0.1005579],"study_design_scores_gemma":[0.00004623305,0.00008753558,0.729471,0.000152794,0.00001409751,0.0001976499,0.09342937,0.0002491696,0.0002196719,0.03825927,0.1378445,0.00002869176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6453732,0.001722521,0.0001597176,0.009488631,0.00007822819,0.00002482214,0.0009600211,0.000008676575,0.3421842],"genre_scores_gemma":[0.9325519,0.0007704106,0.00006972523,0.0004216277,0.00005714372,0.00002002117,0.000267543,0.00001144856,0.06583016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05977092,"threshold_uncertainty_score":0.118846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0341165795967603,"score_gpt":0.3186721587711098,"score_spread":0.2845555791743495,"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."}}