{"id":"W7061729512","doi":"","title":"Serviceleistungen der Bibliothek des Deutschen Krebsforschungszentrums im Bereich Forschungsdatenmanagement","year":2016,"lang":"de","type":"article","venue":"JuSER (Forschungszentrum Jülich)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"German; Quality (philosophy); Context (archaeology); Danish","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":[0.001914472,0.002255446,0.001813734,0.002371207,0.001688799,0.001516634,0.00340721,0.0006591906,0.2263459],"category_scores_gemma":[0.0001387206,0.001750196,0.001228128,0.004114057,0.00107396,0.0008441608,0.003398477,0.001090172,0.02974467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003601651,"about_ca_system_score_gemma":0.0007339804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860159,"about_ca_topic_score_gemma":0.001034323,"domain_scores_codex":[0.9858975,0.0006938215,0.002664246,0.002979663,0.002842944,0.004921785],"domain_scores_gemma":[0.9916581,0.0006899375,0.001136101,0.003382861,0.001070613,0.002062383],"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":[0.001216516,0.003061304,0.1441445,0.00172757,0.007468181,0.0002037776,0.002039323,0.00001663368,0.02704857,0.02942039,0.3492378,0.4344155],"study_design_scores_gemma":[0.008173638,0.0008640863,0.03397892,0.001133223,0.00195482,0.000009428376,0.001480996,0.0005160191,0.007087325,0.004448612,0.9375501,0.002802836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6730026,0.01583393,0.01657696,0.0613215,0.007487549,0.0139243,0.003189862,0.001458594,0.2072047],"genre_scores_gemma":[0.7394665,0.006857386,0.003769057,0.00255865,0.005911517,0.001441284,0.001203112,0.0009996134,0.2377928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5883123,"threshold_uncertainty_score":0.9996108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570403078372509,"score_gpt":0.2514184613219455,"score_spread":0.2357144305382204,"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."}}