{"id":"W4235619643","doi":"10.1002/ir.20230","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"New Directions for Institutional Research","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Citation; Higher education; World Wide Web; Information retrieval; Library 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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008569518,0.000229964,0.0002223142,0.001554099,0.001768357,0.0009588382,0.0004179062,0.0002808447,0.01445951],"category_scores_gemma":[0.001173548,0.0002293411,0.0001478961,0.001644487,0.0003109432,0.002586289,0.0001442963,0.0005234594,0.1877638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026777,"about_ca_system_score_gemma":0.001181693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002122772,"about_ca_topic_score_gemma":0.0004415736,"domain_scores_codex":[0.9978793,0.00001750118,0.0004095223,0.0003381385,0.0008942576,0.0004613335],"domain_scores_gemma":[0.9967835,0.0001231196,0.0002801461,0.0003091637,0.002462535,0.00004156627],"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":[0.00006154189,0.00003812534,0.000006156463,0.0002089932,0.0000233114,2.822074e-7,0.00001306738,0.0001308068,0.00002131426,0.04668798,0.931109,0.02169943],"study_design_scores_gemma":[0.0004392913,0.0000179496,0.00009912179,0.0001346659,0.00001477332,0.000001968011,0.0000392421,0.0006212166,0.00006700502,0.003159971,0.9951624,0.0002424058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001372457,0.0002988719,0.006154194,0.002900934,0.01116734,0.001107648,0.0001715383,0.0001280023,0.9779342],"genre_scores_gemma":[0.003781895,0.0002557234,0.0006723063,0.001553557,0.03265617,0.0005690502,0.005162951,0.00004304528,0.9553053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1733043,"threshold_uncertainty_score":0.9995312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09712825247855797,"score_gpt":0.3674111803186806,"score_spread":0.2702829278401226,"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."}}