{"id":"W4231883181","doi":"10.1002/yd.20214","title":"Issue Information","year":2017,"lang":"en","type":"paratext","venue":"New Directions for Student Leadership","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; World Wide Web; Library science","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002287323,0.0003623872,0.0003670726,0.0005340198,0.0009157917,0.001822964,0.0006143608,0.000268493,0.003765901],"category_scores_gemma":[0.0002011977,0.0003742055,0.000239442,0.0002613521,0.00005732157,0.002340293,0.0001067129,0.00031461,0.05980587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101225,"about_ca_system_score_gemma":0.0001186956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007853298,"about_ca_topic_score_gemma":0.0005464616,"domain_scores_codex":[0.9984916,0.000007662897,0.0004231086,0.0003224498,0.0003665141,0.0003885959],"domain_scores_gemma":[0.9979201,0.00004442739,0.00115911,0.0005204856,0.0003268373,0.00002905207],"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":[0.0000236813,0.00004220404,0.0001125903,0.000385529,0.0000559869,2.508883e-7,0.0001298747,0.00005407301,0.000004425309,0.001023851,0.9706086,0.02755893],"study_design_scores_gemma":[0.0007167094,0.00001142491,0.0009433971,0.0001685428,0.0001084879,6.330811e-7,0.0008696941,0.00007745744,0.00001629118,0.0001266276,0.9965405,0.0004201711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009641815,0.0009331888,0.004272169,0.01063277,0.02661734,0.001685464,0.0000645461,0.0003337467,0.9553643],"genre_scores_gemma":[0.005260658,0.0001204498,0.0001318714,0.004364457,0.01425224,0.0002695523,0.00145705,0.00006118639,0.9740825],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05603997,"threshold_uncertainty_score":0.999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08694348351144235,"score_gpt":0.3110224217637526,"score_spread":0.2240789382523103,"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."}}