{"id":"W2262648080","doi":"","title":"Publikumsverlage im Social Web.","year":2013,"lang":"de","type":"article","venue":"Ingénierie des systèmes d information","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Sociology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.000368543,0.0004856992,0.0004792881,0.0005025832,0.002632261,0.0106779,0.0005770424,0.0003194195,0.02253351],"category_scores_gemma":[0.00007777525,0.0004443722,0.0002560474,0.0003025215,0.0006711,0.04587419,0.0002536749,0.0003492838,0.02558737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246488,"about_ca_system_score_gemma":0.0002456825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009578709,"about_ca_topic_score_gemma":0.00003770135,"domain_scores_codex":[0.9966612,0.00009194043,0.00165753,0.0001790304,0.0006297817,0.0007804466],"domain_scores_gemma":[0.9973503,0.00007316111,0.001026152,0.0003473671,0.0009981516,0.0002048346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000378676,0.00005645928,0.000203083,0.001559856,0.0002563896,8.933962e-7,0.2221434,0.00001492542,0.000009571078,0.4432668,0.264812,0.06763873],"study_design_scores_gemma":[0.0007475194,0.0001167856,0.001779583,0.0001347628,0.0000671726,0.000004019171,0.05072045,0.006069025,0.00004364029,0.006381419,0.9333239,0.0006117106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1574789,0.001380536,0.0003484385,0.002596577,0.006336138,0.001673235,0.0007043064,0.0007875813,0.8286943],"genre_scores_gemma":[0.9866806,0.000256099,0.0001631307,0.004506788,0.002842795,0.0002030864,0.001534478,0.00004287455,0.003770126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8292017,"threshold_uncertainty_score":0.9998008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919239228180343,"score_gpt":0.2042936306580672,"score_spread":0.1851012383762638,"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."}}