{"id":"W35733274","doi":"10.5281/zenodo.4136733","title":"Die virtuelle Fachbibliothek Sozialwissenschaften","year":2020,"lang":"de","type":"article","venue":"Ingénierie des systèmes d information","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Vocabulary; Interface (matter); Architecture; Diversity (politics); World Wide Web; Sociology; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008408504,0.001688147,0.001100095,0.00308776,0.002376636,0.007346081,0.001682199,0.003447442,0.05307775],"category_scores_gemma":[0.0063632,0.0006616268,0.001056383,0.004199818,0.002423984,0.004463783,0.007060525,0.005355594,0.02628157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004817636,"about_ca_system_score_gemma":0.01229358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131193,"about_ca_topic_score_gemma":0.006528599,"domain_scores_codex":[0.9946679,0.001387061,0.0003053914,0.0007425264,0.001820673,0.001076434],"domain_scores_gemma":[0.9945075,0.001117112,0.000265026,0.001388794,0.001013453,0.001708178],"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":[0.000177215,0.0001758824,0.001838324,0.00114822,0.00007375848,0.0001283661,0.0009303951,0.00233795,0.005072245,0.3630733,0.156274,0.4687704],"study_design_scores_gemma":[0.00007377686,0.00008607385,0.002979586,0.0003721509,0.00001864018,0.0001371048,0.0002006904,0.001750465,0.002638141,0.03932526,0.9523784,0.00003968203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03410801,0.04331168,0.1486235,0.08454925,0.007455203,0.001292543,0.01344905,0.006441047,0.6607698],"genre_scores_gemma":[0.3059179,0.06955341,0.1641238,0.006255189,0.002341615,0.003253925,0.0263398,0.003896563,0.4183178],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9926539,"threshold_uncertainty_score":0.1775628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835952679032186,"score_gpt":0.2154703389663279,"score_spread":0.1871108121760061,"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."}}