{"id":"W2520136630","doi":"10.15375/zbb-2015-0306","title":"Risiko-Warnhinweise in Kurzinformationen für Finanzdienstleistungen. Eine empirische Analyse","year":2015,"lang":"de","type":"article","venue":"Zeitschrift für Bankrecht und Bankwirtschaft","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Political science; Gynecology; Humanities; Art; Medicine","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"],"category_scores_codex":[0.004583348,0.001523079,0.001638258,0.002048702,0.0006725542,0.001445557,0.002798429,0.001209198,0.0004023198],"category_scores_gemma":[0.001078008,0.001537808,0.0006459204,0.005042504,0.000359107,0.003677359,0.00129813,0.002249652,0.01093771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586621,"about_ca_system_score_gemma":0.001719278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722835,"about_ca_topic_score_gemma":0.0008946378,"domain_scores_codex":[0.989446,0.0009634925,0.002656671,0.002125751,0.002246208,0.002561916],"domain_scores_gemma":[0.9931226,0.0003419834,0.001108515,0.002929684,0.001033106,0.001464092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003110318,0.006372496,0.03609387,0.001589287,0.005339309,0.004987671,0.05872378,0.05776784,0.002306714,0.05961278,0.3130907,0.4510053],"study_design_scores_gemma":[0.005180249,0.001147038,0.005010244,0.0005119026,0.0006382458,0.0001207164,0.0005629747,0.134465,0.005284147,0.0006805275,0.8440007,0.002398256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3470648,0.1353533,0.2615903,0.01848553,0.04692065,0.008645697,0.00063289,0.004766401,0.1765404],"genre_scores_gemma":[0.9652593,0.001904591,0.01986784,0.001779865,0.002708182,0.0001868314,0.0003626534,0.0002266821,0.00770405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6181945,"threshold_uncertainty_score":0.9997518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267351193875151,"score_gpt":0.318469550810912,"score_spread":0.2857960388721605,"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."}}