{"id":"W4205212431","doi":"10.9785/ubg-2020-130301","title":"Inhalt","year":2020,"lang":"de","type":"paratext","venue":"UbG - Die Unternehmensbesteuerung","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Philosophy","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":[0.000182734,0.001834986,0.002228376,0.000229571,0.001454162,0.003171066,0.001119486,0.0007522895,0.02157697],"category_scores_gemma":[0.00005855339,0.001715916,0.001059177,0.0001539915,0.0007691684,0.000460292,0.0007695915,0.002149883,0.08399978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995656,"about_ca_system_score_gemma":0.0001911858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005209124,"about_ca_topic_score_gemma":0.002008724,"domain_scores_codex":[0.9937344,0.0002415373,0.001629517,0.001887888,0.0009662296,0.001540424],"domain_scores_gemma":[0.9968504,0.000152082,0.0008700101,0.001005786,0.0005389544,0.0005827206],"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":[0.0001002534,0.0002533548,0.0001653551,0.001239694,0.002166799,0.0008294492,0.08096293,0.000003830819,0.00004380864,0.01462829,0.8987621,0.0008441079],"study_design_scores_gemma":[0.0008852737,0.0005632428,0.0000795241,0.001328381,0.001044979,0.00001985432,0.007601092,0.00002162662,0.00004603911,0.0001716946,0.9863637,0.001874586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004002632,0.1608573,0.0000106962,0.003234441,0.02155216,0.001406533,0.00256256,0.0003744616,0.8059992],"genre_scores_gemma":[0.1315241,0.008731117,0.000039921,0.007561349,0.025629,0.000177906,0.003927511,0.0003434297,0.8220657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1521262,"threshold_uncertainty_score":0.9998458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225077717362967,"score_gpt":0.2400996880342146,"score_spread":0.2178489108605849,"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."}}