{"id":"W4239683653","doi":"10.1002/yd.20264","title":"Issue Information","year":2018,"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002277723,0.0003613602,0.0003327843,0.0006285949,0.0004940637,0.0009664548,0.0004159184,0.0002660897,0.008572688],"category_scores_gemma":[0.0001317424,0.0003710439,0.0002136894,0.0006887069,0.00006337046,0.001710217,0.0000903636,0.0002564274,0.1057355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129939,"about_ca_system_score_gemma":0.0001043611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000451254,"about_ca_topic_score_gemma":0.0004282375,"domain_scores_codex":[0.9984059,0.00000936728,0.000473617,0.0003321172,0.0003770645,0.0004018766],"domain_scores_gemma":[0.9983863,0.00004879613,0.0007606073,0.0003398848,0.0004354163,0.00002897763],"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":[0.00002819931,0.00004663834,0.0000759403,0.0003374429,0.00005421553,1.265364e-7,0.0001848482,0.00003072482,0.000005439238,0.0008357498,0.9869084,0.01149225],"study_design_scores_gemma":[0.0006408854,0.00002051425,0.0004360802,0.0001368622,0.0001025221,6.174747e-7,0.001345068,0.00009526785,0.00002867317,0.0001295401,0.9966472,0.000416763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002378762,0.0008103319,0.008985083,0.009040968,0.03309377,0.002056656,0.00007067849,0.0005168172,0.9451878],"genre_scores_gemma":[0.003612928,0.00007958461,0.0002582149,0.00844676,0.02446227,0.0002816457,0.001746618,0.00007405888,0.9610379],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09716283,"threshold_uncertainty_score":0.9998742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07016164287872499,"score_gpt":0.2970001307943764,"score_spread":0.2268384879156514,"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."}}