{"id":"W7124240718","doi":"10.58007/advn-9511","title":"Datenstrategien in Kommunen: Handlungsempfehlungen zur praktischen Umsetzung","year":2023,"lang":"de","type":"book","venue":"BBSR","topic":"Digitalization, Law, and Regulation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metabolite; Methanol; Qualitative analysis","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":[0.0266887,0.0009198845,0.001011052,0.004496441,0.008614391,0.02584205,0.002010305,0.003840746,0.02083464],"category_scores_gemma":[0.04334302,0.0007432696,0.001340263,0.00851214,0.009660248,0.02552789,0.009991034,0.006548975,0.003501804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01422172,"about_ca_system_score_gemma":0.02348624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0108862,"about_ca_topic_score_gemma":0.01234193,"domain_scores_codex":[0.962153,0.02302746,0.002717207,0.002715262,0.006750759,0.002636347],"domain_scores_gemma":[0.9592845,0.02584036,0.003210365,0.003212731,0.006074795,0.002377257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001902591,0.0004080194,0.01607898,0.003514193,0.0001548126,0.0006911989,0.2649563,0.001194822,0.001045339,0.4915732,0.01749712,0.2026958],"study_design_scores_gemma":[0.00007736544,0.0002159909,0.013809,0.01071269,0.0001414897,0.0006018095,0.2912475,0.0008950641,0.002100084,0.1217515,0.5582819,0.0001655378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2734435,0.07012837,0.03791165,0.0898195,0.001950528,0.001543877,0.001254518,0.0002572715,0.5236908],"genre_scores_gemma":[0.9221342,0.02334106,0.01562054,0.007838311,0.0002642091,0.001281386,0.0007143649,0.0001628625,0.02864311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0266887,"threshold_uncertainty_score":0.141145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03882805330120941,"score_gpt":0.3037048546827995,"score_spread":0.26487680138159,"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."}}