{"id":"W4234460488","doi":"10.1002/he.20248","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"New Directions for Higher Education","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; Equity (law); Computer science; World Wide Web; Library science; Internet privacy; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001008794,0.0002617812,0.0002085538,0.0006309947,0.0003777643,0.000651713,0.0002039887,0.0002339657,0.0267773],"category_scores_gemma":[0.00005229883,0.0002765351,0.0001226392,0.000738592,0.00003141683,0.002232691,0.00003849656,0.0001450572,0.09374002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138723,"about_ca_system_score_gemma":0.0004299867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130156,"about_ca_topic_score_gemma":0.00008202574,"domain_scores_codex":[0.9989584,0.000005850047,0.000379302,0.0002633218,0.0001807783,0.0002123627],"domain_scores_gemma":[0.9981451,0.00002343684,0.0007797447,0.0003141228,0.000713601,0.00002397587],"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":[0.00001473473,0.00005883336,0.00002254931,0.0001909184,0.00001655936,6.306038e-9,0.00002528396,0.00001013344,0.00001151723,0.004538665,0.9618287,0.03328207],"study_design_scores_gemma":[0.0002323763,0.000008939584,0.0007811925,0.00009333644,0.0000737099,3.906718e-7,0.00003978031,0.00003314246,0.00003355731,0.001634864,0.9967568,0.0003119124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002206928,0.000587609,0.001520786,0.005772978,0.08240914,0.001064716,0.00004259702,0.0002582147,0.9081233],"genre_scores_gemma":[0.001157735,0.00005951475,0.0006026991,0.004777496,0.03611484,0.0003722126,0.004378198,0.00004593487,0.9524913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06696273,"threshold_uncertainty_score":0.9999687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015599951332516,"score_gpt":0.2784960892992688,"score_spread":0.2583400897859437,"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."}}