{"id":"W31491858","doi":"10.3390/vetsci6030073","title":"Entwicklung von Konzepten zur flexiblen Integration der Datenqualitätssicherung in analytischen Anwendungen.","year":2005,"lang":"en","type":"article","venue":"Veterinary Sciences","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02839112,0.002024435,0.001495744,0.003939076,0.0007165075,0.009140676,0.002953837,0.001970359,0.005212658],"category_scores_gemma":[0.03956958,0.001506643,0.001911759,0.002131835,0.001635347,0.008016755,0.006761727,0.004740968,0.004802901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372843,"about_ca_system_score_gemma":0.004035589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872468,"about_ca_topic_score_gemma":0.001768551,"domain_scores_codex":[0.9805276,0.006370279,0.003115244,0.002182033,0.007086453,0.0007183513],"domain_scores_gemma":[0.9735469,0.01146139,0.001739725,0.007855016,0.004293278,0.001103771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007554583,0.0006957564,0.006809527,0.002946001,0.0006608535,0.0004233851,0.001911381,0.008247724,0.02603658,0.0391002,0.01032826,0.9020849],"study_design_scores_gemma":[0.0004781845,0.00132113,0.00923285,0.006599079,0.0009728134,0.002044252,0.002332677,0.1755099,0.122811,0.2143326,0.4637499,0.000615617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01245661,0.004890054,0.9516067,0.002257725,0.0002787721,0.001642268,0.001183805,0.0150869,0.01059721],"genre_scores_gemma":[0.05587401,0.003275748,0.9324454,0.0008717602,0.0001105462,0.001178669,0.002147534,0.001058124,0.003038299],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02839112,"threshold_uncertainty_score":0.1501484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4367512115559696,"score_gpt":0.4963433225596985,"score_spread":0.05959211100372891,"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."}}