{"id":"W4244463612","doi":"10.1002/aehe.20060","title":"Issue Information","year":2017,"lang":"en","type":"paratext","venue":"ASHE Higher Education Report","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Higher education; Library science; Sociology; Computer science; 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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002162295,0.0003153955,0.0003096309,0.0003919386,0.0003735527,0.001379311,0.000430085,0.0002641541,0.03674226],"category_scores_gemma":[0.0001003014,0.0003113663,0.0001133601,0.0002320187,0.00005180838,0.003337925,0.0001254164,0.0002788542,0.1817689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008388501,"about_ca_system_score_gemma":0.0005947912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094155,"about_ca_topic_score_gemma":0.00001354664,"domain_scores_codex":[0.9983629,0.000006713255,0.0006696714,0.0003297407,0.0004067809,0.0002241972],"domain_scores_gemma":[0.9947666,0.000009992718,0.003378218,0.0010069,0.0008158371,0.00002244551],"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":[0.00000434505,0.00005346094,0.000782971,0.0002452368,0.00001761683,0.000003319962,0.00001019166,0.000007155129,0.000006388739,0.002281515,0.98879,0.007797812],"study_design_scores_gemma":[0.0001078439,0.000001854791,0.01441579,0.0001215504,0.00004544185,0.00001232076,0.00002426853,0.000005189782,0.000008458825,0.0003799329,0.9845052,0.0003721953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006404146,0.0002176121,0.00005832958,0.005955495,0.0476098,0.0004009134,0.000006796372,0.0001066203,0.945004],"genre_scores_gemma":[0.01529233,0.00004130656,0.0001045791,0.006730537,0.01349248,0.0001575887,0.005242482,0.00003852265,0.9589002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1450267,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148060333220678,"score_gpt":0.285924092210505,"score_spread":0.2644434888782982,"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."}}