{"id":"W4239160075","doi":"10.9785/ubg-2018-111101","title":"Inhalt","year":2018,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003318524,0.00185521,0.002014577,0.0003439704,0.0019741,0.003357433,0.001183657,0.0009125079,0.04228806],"category_scores_gemma":[0.00005051768,0.001686242,0.0009646122,0.0001374574,0.001509691,0.0005178976,0.0007517949,0.0015587,0.1153496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002440176,"about_ca_system_score_gemma":0.0001861406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007312048,"about_ca_topic_score_gemma":0.004936383,"domain_scores_codex":[0.9934515,0.0002490956,0.001644661,0.001868915,0.0009746815,0.001811097],"domain_scores_gemma":[0.9960676,0.0001487676,0.0009475977,0.001409914,0.000988513,0.0004376255],"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":[0.00008704072,0.0003217143,0.0002026084,0.0007962686,0.001953194,0.000332731,0.06201814,9.824314e-7,0.00002632567,0.008873103,0.924764,0.0006239334],"study_design_scores_gemma":[0.0008496433,0.000722867,0.0001167112,0.00186151,0.0009732151,0.00002749238,0.005820629,0.00001064202,0.00006237505,0.0002623746,0.98737,0.001922602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01500312,0.1136966,0.000007467254,0.0006797106,0.0312053,0.001203789,0.001909351,0.0002821724,0.8360125],"genre_scores_gemma":[0.08264156,0.005414179,0.00003764255,0.002753221,0.0330056,0.0001525383,0.002595203,0.0002821966,0.8731179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1082824,"threshold_uncertainty_score":0.9994193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891671092942109,"score_gpt":0.2490418548279146,"score_spread":0.2301251438984935,"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."}}