{"id":"W4253843704","doi":"10.17160/josha.2.7.83","title":"WERKSTATT – EINBLICKE","year":2015,"lang":"de","type":"article","venue":"Journal of Science Humanities and Arts - JOSHA","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Intertek (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":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.00135906,0.0003491846,0.0005649035,0.0004813932,0.002055968,0.002881102,0.0005306923,0.00006502735,0.0004535552],"category_scores_gemma":[0.0001256396,0.0002421396,0.0001725096,0.0001597071,0.006012427,0.002268815,0.0002201714,0.0004900533,0.00007586099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008422892,"about_ca_system_score_gemma":0.0003895735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002516741,"about_ca_topic_score_gemma":0.00006522071,"domain_scores_codex":[0.9971637,0.00004726996,0.0007809457,0.0002892117,0.001111632,0.0006072488],"domain_scores_gemma":[0.9968718,0.0000538635,0.0006693362,0.0002005234,0.001868628,0.0003358315],"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":[0.00007346227,0.0001628169,0.00009403687,0.00008935144,0.0001579707,0.0001539695,0.3049202,0.00000475592,0.00008090388,0.4415461,0.2507836,0.001932881],"study_design_scores_gemma":[0.0005944996,0.0008359795,0.0001932009,0.0002805465,0.0001627269,0.000100297,0.1028204,0.00001286458,0.0000374046,0.006102789,0.8885639,0.0002953933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2997353,0.212316,0.00002078739,0.00738373,0.02468841,0.0004140242,0.0001509118,0.00006101691,0.4552298],"genre_scores_gemma":[0.9497791,0.001898159,0.0001479661,0.002898224,0.01050073,0.000002822909,0.000004197747,0.00003060321,0.03473823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6500438,"threshold_uncertainty_score":0.9992432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07365597233970227,"score_gpt":0.261290864180597,"score_spread":0.1876348918408948,"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."}}