{"id":"W4239003152","doi":"10.1108/s2051-233320160000004021","title":"Index","year":2017,"lang":"en","type":"paratext","venue":"","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Legitimacy; Multiculturalism; Sociology; Political science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004387994,0.0001385756,0.0001774045,0.00006156973,0.00007169806,0.0007673254,0.00203185,0.0001275026,0.0007946839],"category_scores_gemma":[0.00001940344,0.0001056272,0.00006467565,0.00003627039,0.00003357029,0.000486404,0.0005606703,0.0001399214,0.1064941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000111612,"about_ca_system_score_gemma":0.0001154111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000211377,"about_ca_topic_score_gemma":0.000003276091,"domain_scores_codex":[0.9991924,0.000007452712,0.0001007593,0.000303283,0.000200769,0.0001953006],"domain_scores_gemma":[0.9988503,0.00002483835,0.00008086379,0.0009080882,0.00003607937,0.0000998239],"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":[2.629543e-7,0.00001261921,0.00000433775,0.000009204797,0.000006048499,0.000005180892,0.00001430992,2.870272e-7,0.00000100241,0.007278712,0.9360539,0.05661413],"study_design_scores_gemma":[0.00005210019,0.00003151,0.00004287277,0.00002830002,7.339275e-7,0.000003540744,5.39909e-7,0.0004905187,0.00009755164,0.0008452577,0.9982464,0.0001606515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007000825,0.0000958642,0.09194715,0.0003175955,0.006177742,0.00005925741,0.000002991369,0.00005300969,0.9013394],"genre_scores_gemma":[0.009087565,0.00003753744,0.0007114565,0.0004458477,0.0003776484,0.000008788666,0.00001052181,0.0000077909,0.9893128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1056994,"threshold_uncertainty_score":0.8942016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443184861165582,"score_gpt":0.3219948055823886,"score_spread":0.2875629569707328,"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."}}