{"id":"W4231733779","doi":"10.9785/ubg-2019-120201","title":"Inhalt","year":2019,"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":"Computer science","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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002848183,0.001859118,0.002281508,0.0003465769,0.001198968,0.003107724,0.001131303,0.0009195686,0.02750685],"category_scores_gemma":[0.00003612751,0.001698398,0.001083346,0.0001226399,0.0006743888,0.0005405102,0.0007039478,0.001967638,0.1633205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596359,"about_ca_system_score_gemma":0.0002152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371219,"about_ca_topic_score_gemma":0.002354816,"domain_scores_codex":[0.9935491,0.0002363775,0.00160348,0.001859687,0.001001243,0.001750086],"domain_scores_gemma":[0.9963177,0.0001991576,0.0009579055,0.001505619,0.0006659168,0.0003536457],"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":[0.00009354406,0.0003622669,0.0004856437,0.001619167,0.002335308,0.0003168104,0.05582196,0.00001334142,0.00004015407,0.016737,0.9213969,0.0007778913],"study_design_scores_gemma":[0.001044627,0.0005152467,0.0001567869,0.00197756,0.0008069149,0.00002090957,0.006667117,0.00001873527,0.00003374547,0.0001249824,0.9866549,0.001978516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01054341,0.1486772,0.000006862233,0.0006947238,0.03858488,0.001566715,0.001941769,0.0002198107,0.7977647],"genre_scores_gemma":[0.1324372,0.005889066,0.00001749648,0.002620989,0.01295388,0.0001179742,0.002859196,0.0002657754,0.8428384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1427881,"threshold_uncertainty_score":0.9994153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690867057911261,"score_gpt":0.2398110747069472,"score_spread":0.2229024041278346,"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."}}